AI buildout: where could another 10× come from?

What the company does and theme role. AI rack integration. Small profitable integrator can scale rack qualification, liquid-cooled AI systems integration and higher-margin services through 2027-29. Requires step-change throughput and earnings, not procurement resale inflation.

Exposure proof. Q2 2026 systems integration revenue $13.9m, +46% YoY; facilities management +84%; $17m investment for next-generation AI infrastructure. Total $35.1m revenue fell20% as low-margin procurement fell45%. Actual integration revenue, not an AI MOU.

Issuer evidence · 2026-08-13

Equity value (USD)

$289.0m

Revenue base (USD)

$193.3m

Revenue basis

Four reported quarters ending 2026-06-30

Net debt (USD)

$-28.9m

Cash (USD)

$67.7m

Gross / operating margins

19.0% / 4.9%

Net / free-cash-flow margins

7.4% / -10.9%

5-year average return on capital

22.5%

Provider forward revenue CAGR

-8.6%

Provider forward EPS CAGR

-23.2%

3-month / 1-year price return

-8.7% / -43.0%

Listing price

10.24 USD

Price basis

2026-10-02

Investment verdict. Priority speculative 10x diligence; strongest small-base operating candidate in this group; valuation dependent.

Expectations risk / first rejection. OEM/customer concentration, new facility or $17m tooling underutilization, gross-profit growth stalls; share issuance absorbs growth.

Next evidence. Integration gross profit and rack throughput expand with positive operating cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. HBM and advanced packaging equipment. HBM4/5 stacks and larger AI packages lift precision compression-molding equipment orders; a smaller earnings base creates operating leverage. Watch HBM-related bookings, new customer wins and panel-level packaging production orders.

Exposure proof. FY2025 results presentation says HBM memory producers are increasing mass-production investment; TOWA expects molding underfill (MUF) production to continue and custom-ASIC packaging/panel-level packaging investment to expand. This is management positioning, not guaranteed orders.

Issuer evidence · 2026-05-11 · Additional source

Equity value (USD)

$1.15bn

Revenue base (USD)

$384.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-56.2m

Cash (USD)

$182.8m

Gross / operating margins

33.8% / 12.7%

Net / free-cash-flow margins

8.4% / 0.1%

5-year average return on capital

10.3%

Provider forward revenue CAGR

20.2%

Provider forward EPS CAGR

56.4%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. One of the stronger Asian 10x-tail research candidates at a roughly $1.15bn starting equity value, but requires several-fold sustainable earnings growth; not a base-case 10x forecast.

Expectations risk / first rejection. Hybrid bonding or competing encapsulation processes reduce MUF content; capex pauses or customer concentration prevents bookings converting to profit.

Next evidence. AI/HBM packaging orders accelerate and capacity converts into profitable shipments.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Custom AI ASIC design and silicon IP. A mature-node ASIC house becomes a credible advanced-node AI/communication design partner; NRE design wins convert into recurring production business. Watch 4nm/5nm projects reaching production, engineering gross profit and more North American customers.

Exposure proof. Issuer 4Q25 results say 2025 design-win order amounts doubled versus 2024; first 4nm AI project was secured in the prior quarter, followed by a 5nm networking ASIC and another North American advanced-packaging project. 2025 annual report reports revenue NT$17.993bn versus NT$11.065bn in 2024 (approximately +62.6%).

Issuer evidence · 2026-02 (4Q25 results) · Additional source

Equity value (USD)

$1.74bn

Revenue base (USD)

$375.4m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-288.1m

Cash (USD)

$298.8m

Gross / operating margins

41.7% / 4.1%

Net / free-cash-flow margins

5.5% / 17.1%

5-year average return on capital

15.6%

Provider forward revenue CAGR

-4.5%

Provider forward EPS CAGR

58.3%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Strong speculative tail candidate from about $1.74bn equity value; proof of advanced-node commercial scale is substantially weaker than Alchip/GUC, which creates both upside and failure risk.

Expectations risk / first rejection. Projects stay at NRE/prototype stage; foundry execution or qualification fails; wafer pass-through revenue grows without earnings or cash flow.

Next evidence. 4nm AI ASIC and 5nm networking wins progress to volume revenue.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. On-site data-center generation. Repeated funded boiler and steam-turbine projects could transform earnings. The first award alone does not support a 10x in two to three years; commercial operation is planned for 2030.

Exposure proof. Q2 reported $100.7m Base Electron revenue and $73.9m receivables. The $2.4bn contract includes about $2bn reimbursable costs plus markup. BW now targets commercial operation in 2030. Applied Digital disclosed its original guarantee terminated May 29 after a $37m payment on behalf of Base Electron. Local permitting and full project financing remain unresolved.

Issuer evidence · 2026-10-03 · Additional source

Equity value (USD)

$849.1m

Revenue base (USD)

$834.3m

Revenue basis

Issuer August 2026 presentation: TTM revenue $834.3m; quarterly provider restatement mismatch not used

Net debt (USD)

$-31.8m

Cash (USD)

$308.6m

Gross / operating margins

19.7% / 2.4%

Net / free-cash-flow margins

-2.2% / -7.0%

5-year average return on capital

1.4%

Provider forward revenue CAGR

47.7%

Provider forward EPS CAGR

-91.0%

3-month / 1-year price return

-51.4% / 99.3%

Listing price

5.70 USD

Price basis

2026-10-02

Investment verdict. Downgraded after focused October 3 review: speculative watchlist pending financing, permits and repeat funded orders.

Expectations risk / first rejection. Full project financing or permits fail; receivables do not become cash; low project margins, related-party concentration, warrants and new share issuance consume per-share upside.

Next evidence. Verify independent project financing, permits, receivable collection and repeat funded contracts.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin. Cash overridden to filed unrestricted cash $308.634m; restricted cash excluded. Net debt uses reported $276.843m carrying debt; preferred stock and pensions require additional claims.

What the company does and theme role. AI cloud and colocation. An emerging cloud and land/power portfolio may rerate from mining to infrastructure if Tydal and Malaysia convert to rent/profitable GPU subscriptions.

Exposure proof. Actual $4.7bn16-year Tydal lease for121ITMW to Volta subsidiary/end customer AI lab. $1.3bn letters-of-credit credit backstop anticipated, subject conditions. Q2AI Cloud revenue$14m of$228.8m total; phases targetedQ4'26/Q1'27. Mining remains largest business.

Issuer evidence · 2026-08-04 / 2026-08-10 · Additional source

Equity value (USD)

$3.00bn

Revenue base (USD)

$812.3m

Revenue basis

Four reported quarters ending 2026-06-30

Net debt (USD)

$1.49bn

Cash (USD)

$456.8m

Gross / operating margins

0.7% / 21.2%

Net / free-cash-flow margins

-28.1% / -257.6%

5-year average return on capital

-14.6%

Provider forward revenue CAGR

63.2%

Provider forward EPS CAGR

n.a.

3-month / 1-year price return

-20.4% / -43.3%

Listing price

11.02 USD

Price basis

2026-10-02

Investment verdict. Priority speculative 10x diligence; considerably more credible AI exposure than mining-only peers; financing and dilution are decisive.

Expectations risk / first rejection. Conditional credit support/financing fails, Norway construction slips, GPU depreciation/utilization, mining losses and serial capital issuance.

Next evidence. Tydal financing/backstop becomes unconditional and delivered capacity begins earning rent.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Optical engines / AI interconnects. Optical interposer becomes a qualified high-volume engine/light-source platform across several AI-network suppliers; revenue scales from a very small recognized base.

Exposure proof. Q2 revenue $569,925, net loss $11.3m, cash and investments $796.3m. Disclosed initial Lumilens $50m purchase order and subsequent $2.4m customer PO; potential $500m+ purchases over five years are conditional, not recognized revenue. Remaining-2026 substantial unit shipments are for qualification. May financing added shares and warrants.

Issuer evidence · 2026-08-13 · Additional source

Equity value (USD)

$1.35bn

Revenue base (USD)

$1.7m

Revenue basis

Four reported quarters ending 2026-06-30

Net debt (USD)

$-788.5m

Cash (USD)

$796.3m

Gross / operating margins

100.0% / -3,611.2%

Net / free-cash-flow margins

-4,420.7% / -2,367.9%

5-year average return on capital

n.a.

Provider forward revenue CAGR

860.5%

Provider forward EPS CAGR

-79.0%

3-month / 1-year price return

-11.1% / 25.2%

Listing price

7.79 USD

Price basis

2026-10-02

Investment verdict. At ~$1.32bn equity value, 10x implies ~$13.2bn before dilution. Only venture-like mass-production platform adoption could bridge this from <$1m quarterly revenue; large cash reduces funding risk but not qualification risk. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. Qualification or yields fail; announced purchases are delayed/cancelled; customer concentration and warrants prevent business growth translating into per-share growth.

Next evidence. Qualified designs ship repeat high-volume optical-engine orders.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. X-ray semiconductor metrology and packaging inspection. X-rays inspect buried layers and defects that become difficult to measure as chips and HBM grow more complex; new metrology and inspection tools plus Onto's channels expand fab adoption. Watch production qualifications, backlog conversion and new-product sales.

Exposure proof. Issuer 2Q/1H26 presentation: semiconductor process-control sales +18% YoY and orders +86% in 1H; 2Q sales +60% and orders more than 3x. Management targets approximately ¥100bn semiconductor revenue in 2030 and >50% of an estimated US$1bn new-product SAM. These targets are ambitions, not consensus or backlog. Onto strategic investment closed September 2026.

Issuer evidence · 2026-08-07 · Additional source

Equity value (USD)

$2.62bn

Revenue base (USD)

$572.0m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$244.0m

Cash (USD)

$167.6m

Gross / operating margins

55.7% / 15.2%

Net / free-cash-flow margins

9.9% / 0.7%

5-year average return on capital

n.a.

Provider forward revenue CAGR

11.4%

Provider forward EPS CAGR

21.7%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. At approximately $2.62bn equity value this is a credible bottleneck research candidate. A 10x by 2028-29 would require adoption much faster than its stated 2030 roadmap plus a premium multiple; low-probability tail.

Expectations risk / first rejection. New inspection systems remain evaluations; unmatched production throughput limits adoption; legacy analytics dilutes growth or competition captures the new market.

Next evidence. Semiconductor order growth converts into recurring production-tool shipments.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Specialty glass cloth for AI boards and chip substrates. T-glass reduces package warping; NE/NER glass reduces signal loss in faster boards. High specification requirements, yields and qualification constrain substitution. Watch new capacity reaching qualification, specialty mix and recurring margins.

Exposure proof. Q1 FYMar27 issuer filing: electronic materials revenue ¥14.589bn, +29.5% YoY; segment operating profit ¥7.036bn, +70.0%. Company attributes growth to AI-server low-dielectric glass, low-expansion package-substrate glass and price revisions. FYMar27 group guidance ¥141bn revenue and ¥30bn operating profit. July 1, 2026 stock split was 5-for-1; guidance EPS is split-adjusted ¥109.87.

Issuer evidence · 2026-08-05 · Additional source

Equity value (USD)

$3.84bn

Revenue base (USD)

$762.9m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$23.3m

Cash (USD)

$279.7m

Gross / operating margins

40.2% / 17.6%

Net / free-cash-flow margins

35.3% / -2.7%

5-year average return on capital

5.5%

Provider forward revenue CAGR

18.5%

Provider forward EPS CAGR

43.7%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Strong proven exposure and operating leverage from approximately $3.84bn equity value, but already high margins and substantial capex make 10x in 2-3 years an extreme outcome. These materials are distinct from glass-core substrates.

Expectations risk / first rejection. New suppliers qualify, scarcity pricing reverses or capacity ramp depresses returns. A prior asset-sale gain inflated annual net income; use recurring profits for valuation.

Next evidence. New specialty-glass capacity ramps with pricing and customer qualifications intact.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Thermal, UV and lamination tools for advanced packaging. More packaging stages and larger packages need more precise process tools; expansion by foundries and OSATs can lift a niche supplier's orders. Watch semiconductor mix, order conversion and gross margins rather than headline AI capex.

Exposure proof. Official June12 AI Supply Chain presentation positions advanced packaging as a bottleneck and identifies CoWoS, SoIC and panel-level packaging opportunities. Company November26 2025 announcement reports a TSMC Excellent Production Support supplier award. Historical issuer application map explicitly links ovens, lamination, bonding and UV cure to HBM and advanced packaging. No verified AI revenue percentage.

Issuer evidence · 2026-06-12 · Additional source

Equity value (USD)

$2.68bn

Revenue base (USD)

$261.7m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$32.7m

Cash (USD)

$108.2m

Gross / operating margins

47.1% / 21.0%

Net / free-cash-flow margins

19.0% / -11.0%

5-year average return on capital

8.5%

Provider forward revenue CAGR

48.9%

Provider forward EPS CAGR

71.4%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Interesting smaller bottleneck tail at approximately $2.68bn equity value; 10x requires major share/content gains. Primary evidence proves participation, not exclusive supply or a forecast tenfold profit increase.

Expectations risk / first rejection. G2C+ alliance opportunities accrue to partners instead; its tools prove substitutable, customers delay packaging investment or the market has already priced the ramp.

Next evidence. AI packaging/board equipment backlog and segment profit are disclosed.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Pre-lease AI campus development. Revaluation possible if power-backed sites sign financeable investment-grade leases and transition from bitcoin legacy into recurring rent.

Exposure proof. Current Nasdaq/TSX symbol KEEL afterApril2026 exchange; BITF delisted. Q2 release: $819m liquidity, active tenant negotiations at three priority sites, uncommitted2027capacity. June $458m convertible issue. No signed AI tenant lease located as of cutoff.

Issuer evidence · 2026-08-10 · Additional source

Equity value (USD)

$2.24bn

Revenue base (USD)

$188.1m

Revenue basis

Four reported quarters ending 2026-06-30

Net debt (USD)

$110.3m

Cash (USD)

$715.5m

Gross / operating margins

-8.2% / -42.4%

Net / free-cash-flow margins

-124.1% / -153.8%

5-year average return on capital

-14.2%

Provider forward revenue CAGR

60.3%

Provider forward EPS CAGR

-63.3%

3-month / 1-year price return

-21.1% / 20.3%

Listing price

3.62 USD

Price basis

2026-10-02

Investment verdict. Priority very-high-risk 10x optionality; weaker commercial evidence than APLD/CIFR/WULF; first tenant is gating catalyst.

Expectations risk / first rejection. No lease, permits/capacity not deliverable on claimed timeline, expensive project financing or massive share dilution.

Next evidence. An investment-grade tenant signs a financed lease with a deliverable power schedule.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Electro-optic polymer materials / licensing. Multiple foundry/customer qualifications make polymers a repeatable modulator material with high-margin royalties.

Exposure proof. Q2 10-Q reports only $32,751 licensing/royalty revenue and zero NRE recognized for the quarter. Company expects no significant high-volume commercial production revenue until 2027 at earliest; development programs do not assure adoption. Model is materials and IP licensing rather than finished optical modules.

Issuer evidence · 2026-08-14 · Additional source

Equity value (USD)

$878.8m

Revenue base (USD)

$0.3m

Revenue basis

Four reported quarters ending 2026-06-30

Net debt (USD)

$-93.4m

Cash (USD)

$95.9m

Gross / operating margins

98.9% / -10,020.7%

Net / free-cash-flow margins

-9,416.3% / -7,323.7%

5-year average return on capital

n.a.

Provider forward revenue CAGR

n.a.

Provider forward EPS CAGR

n.a.

3-month / 1-year price return

-22.6% / 21.3%

Listing price

5.70 USD

Price basis

2026-10-02

Investment verdict. Venture-like optionality; 10x is conceivable on genuine production adoption but not supported by current revenue.

Expectations risk / first rejection. Reliability/yield/foundry integration stalls, silicon or lithium-niobate wins, or serial equity issuance consumes per-share upside.

Next evidence. A foundry/customer production agreement generates material recurring royalties.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Thermocompression bonding / advanced packaging. Advanced bonding becomes large, high-growth profit driver as chiplet/HBM/CPO adoption accelerates.

Exposure proof. FY26 Q3 revenue $330.4m versus $148.4m prior year; non-GAAP EPS $1.20. Q4 guide $375m +/- $20m. September release identifies thermocompression bonding applications in CPO, logic and HBM; no quantified CPO-specific revenue or named customer win in that release.

Issuer evidence · 2026-09-01 · Additional source

Equity value (USD)

$5.27bn

Revenue base (USD)

$950.2m

Revenue basis

Four reported quarters ending 2026-07-04

Net debt (USD)

$-478.5m

Cash (USD)

$516.6m

Gross / operating margins

52.6% / 18.5%

Net / free-cash-flow margins

12.2% / 4.3%

5-year average return on capital

12.8%

Provider forward revenue CAGR

52.3%

Provider forward EPS CAGR

2,600.3%

3-month / 1-year price return

-16.9% / 149.8%

Listing price

100.77 USD

Price basis

2026-10-02

Investment verdict. Useful advanced-packaging watchlist candidate, but 10x requires a substantial business-mix transformation.

Expectations risk / first rejection. Recovery is mostly conventional wire-bond cycle; competitors win critical HBM/hybrid-bonding sockets; new capacity lacks utilization.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Semiconductor test handlers / contactors / thermal test. High-power AI thermal/test requirements and contactor consumables produce durable mix shift beyond automotive/mobile cyclicality.

Exposure proof. Q2 sales $149.0m, up 38% YoY, gross margin 45.4%, non-GAAP profit $14.1m. Management raised annual AI-driven compute opportunity pipeline to ~$850m; that is opportunity pipeline, not orders or revenue. Official May release reports approximately $5m orders for GaN power-device testing in AI data centers.

Issuer evidence · 2026-07-30 · Additional source

Equity value (USD)

$3.48bn

Revenue base (USD)

$522.6m

Revenue basis

Four reported quarters ending 2026-06-27

Net debt (USD)

$-166.9m

Cash (USD)

$498.2m

Gross / operating margins

44.0% / -6.2%

Net / free-cash-flow margins

-7.4% / 6.7%

5-year average return on capital

-1.4%

Provider forward revenue CAGR

30.4%

Provider forward EPS CAGR

-54.4%

3-month / 1-year price return

24.0% / 264.1%

Listing price

73.48 USD

Price basis

2026-10-02

Investment verdict. At ~$3.3bn equity value, 10x implies ~$33bn before dilution. $850m opportunity pipeline is not booked revenue; substantial mix shift plus much larger sales would be necessary. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. Opportunity pipeline does not convert into booked sales; test-cell utilization/margins reverse; compute competitors win sockets.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Wafer-fab equipment subsystems. Equipment spending and outsourcing raise factory utilization. Better product mix and services lift earnings faster than revenue.

Exposure proof. Q2 revenue $644.9m, up 24.3% YoY; GAAP operating margin 4.6%. Q3 revenue guide $700-750m. Management links stronger equipment demand to AI semiconductor investment. First-half operating cash flow was negative $74.4m.

Issuer evidence · 2026-08-03

Equity value (USD)

$3.29bn

Revenue base (USD)

$2.20bn

Revenue basis

Four reported quarters ending 2026-06-26

Net debt (USD)

$520.0m

Cash (USD)

$255.9m

Gross / operating margins

15.8% / 2.8%

Net / free-cash-flow margins

-1.1% / -5.2%

5-year average return on capital

4.8%

Provider forward revenue CAGR

37.2%

Provider forward EPS CAGR

-23.2%

3-month / 1-year price return

-31.7% / 150.5%

Listing price

72.69 USD

Price basis

2026-10-02

Investment verdict. Real upstream exposure and earnings leverage, but 10x requires a large revenue and margin expansion beyond current consensus.

Expectations risk / first rejection. Inventory and debt absorb cash; major equipment customers insource or capex declines; thin margins cannot support the needed profit growth.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Wafer cleaning / electroplating / advanced packaging equipment. Expands tool portfolio and advanced-packaging/HBM sockets while Chinese localization and non-China wins support a multi-year scale-up.

Exposure proof. September 29 subsidiary backlog RMB17.1bn (~$2.5bn), up 88.2% YoY; includes tools shipped but not yet recognized plus future shipments and is not a GAAP measure. Q2 revenue $292.9m, +36%; FY26 guide $1.125-1.175bn. New cleaning technology targets GAA/DRAM/HBM; exact AI revenue is not disclosed. Q2 $89m GAAP net income includes investment gains; non-GAAP $44.5m is cleaner operating reference.

Issuer evidence · 2026-09-30 · Additional source

Equity value (USD)

$5.81bn

Revenue base (USD)

$1.04bn

Revenue basis

Four reported quarters ending 2026-06-30

Net debt (USD)

$-1.09bn

Cash (USD)

$1.46bn

Gross / operating margins

43.8% / 13.3%

Net / free-cash-flow margins

14.5% / -11.4%

5-year average return on capital

9.5%

Provider forward revenue CAGR

29.6%

Provider forward EPS CAGR

42.0%

3-month / 1-year price return

-14.7% / 100.6%

Listing price

83.38 USD

Price basis

2026-10-02

Investment verdict. Real semiconductor-tool exposure with HBM/process relevance but not pure AI. Assess against current parent equity valuation; 10x requires major market share and earnings expansion.

Expectations risk / first rejection. Export controls/sanctions, related subsidiary/holding-company economics, Chinese fab overbuild, receivables or backlog conversion undermine cash earnings.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Semiconductor equipment fluid-delivery subsystems. Leading-edge/HBM process intensity increases fluid subsystem demand while proprietary components lift historically thin margins.

Exposure proof. Q2 revenue $294.8m, GAAP gross margin 13.9%, non-GAAP EPS $0.34. Q3 revenue guide $315-345m. A $200m ATM raised capital; Q2 operating cash outflow $15.9m. Broad wafer-fab equipment exposure, not separately disclosed AI revenue.

Issuer evidence · 2026-08-03 · Additional source

Equity value (USD)

$2.36bn

Revenue base (USD)

$1.01bn

Revenue basis

Four reported quarters ending 2026-06-26

Net debt (USD)

$-102.3m

Cash (USD)

$256.5m

Gross / operating margins

12.7% / 0.6%

Net / free-cash-flow margins

-4.0% / -2.5%

5-year average return on capital

2.0%

Provider forward revenue CAGR

32.2%

Provider forward EPS CAGR

n.a.

3-month / 1-year price return

-35.9% / 204.3%

Listing price

62.92 USD

Price basis

2026-10-02

Investment verdict. At ~$2.3bn equity value, 10x implies ~$23bn before dilution. Low-margin cyclical subsystems cannot bridge that on modest market growth alone. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. OEM concentration, capex cyclicality and cash-intensive working capital absorb profit; dilution prevents EPS leverage.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Consumable AI chip test sockets and test solutions. Higher chip pin counts, speeds, currents and test duration drive replacement of custom consumable sockets; system-level testing expands demand per chip. Watch data-center sales, replacement economics and new capacity utilization.

Exposure proof. Official IR Book2026 reports 1H26 revenue KRW141.2bn, operating profit44.9bn and data-center sales109.2bn (~77% of total). Management targets KRW300bn2026 revenue with KRW240bnAI revenue (80%); this is a forward company target, not reported actual. Product roadmap spans AI, HBM, chiplets and CPO.

Issuer evidence · 2026-09-28 · Additional source

Equity value (USD)

$3.49bn

Revenue base (USD)

$179.8m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-232.1m

Cash (USD)

$233.0m

Gross / operating margins

46.9% / 30.3%

Net / free-cash-flow margins

27.9% / 17.9%

5-year average return on capital

13.8%

Provider forward revenue CAGR

38.9%

Provider forward EPS CAGR

35.2%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Strong proven direct exposure with consumable economics. 10x requires a very large increase in sustainable earnings and suitable starting valuation; inspect valuation before promoting to core tier.

Expectations risk / first rejection. Large-customer concentration, competitive sockets or pricing pressure offset higher test intensity; test-equipment expansion dilutes returns.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. High-pressure hydrogen annealing for advanced chips. As advanced chips become more complex, low-temperature defect repair using hydrogen pressure can gain process steps and memory applications. Watch orders, additional qualified customers and evidence of repeatable adoption.

Exposure proof. Issuer identifies itself as a supplier of high-pressure hydrogen annealing equipment and provides solutions for advanced transistors, memory and packaging. The cited official pages do not quantify AI sales, verify a current permanent monopoly or document today's order growth.

Issuer evidence · Undated official technology/product pages; checked 2026-10-03 · Additional source

Equity value (USD)

$4.18bn

Revenue base (USD)

$105.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-136.3m

Cash (USD)

$137.6m

Gross / operating margins

73.6% / 53.4%

Net / free-cash-flow margins

52.7% / 56.7%

5-year average return on capital

83.3%

Provider forward revenue CAGR

47.6%

Provider forward EPS CAGR

8.9%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. A niche bottleneck worthy of research, with thinner current quantitative evidence in this screen. 10x thesis depends on valuation and verified commercial expansion, not monopoly rhetoric.

Expectations risk / first rejection. Competing high-pressure tools qualify, patent outcomes weaken exclusivity or its addressable process-step pool proves narrower than investors assume.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Exposure not verified. Theme adjacency requires an issuer-specific product and earnings bridge before advancing.

Exposure proof. Issuer identity and provider financials verified. No sufficiently specific current AI order, revenue or qualification evidence established in this screen.

Primary exposure evidence missing · 2026-10-03

Equity value (USD)

$5.11bn

Revenue base (USD)

$287.5m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-213.9m

Cash (USD)

$218.4m

Gross / operating margins

38.2% / 24.6%

Net / free-cash-flow margins

24.4% / 16.8%

5-year average return on capital

10.1%

Provider forward revenue CAGR

32.5%

Provider forward EPS CAGR

61.0%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Exposure not yet proven; needs exposure attribution.

Expectations risk / first rejection. No material AI business is established.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. CMP slurry and precision polishing consumables. More material layers and stringent flatness requirements raise consumable polishing demand per wafer, including advanced packaging. Watch customer qualification of new capacity, advanced CMP mix and cash returns on capex.

Exposure proof. Issuer FYMar26 1H presentation reports CMP revenue ¥16.732bn, +11.3% YoY, with record sales in advanced logic and memory for AI. Capacity plans include Taiwan lines in 2026 and full production at the new Japanese plant in 2027. CMP/product revenue is not identical to AI-only revenue.

Issuer evidence · 2025-11 (FYMar26 1H presentation; operational plans into 2027) · Additional source

Equity value (USD)

$1.69bn

Revenue base (USD)

$446.1m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-62.2m

Cash (USD)

$166.5m

Gross / operating margins

45.8% / 20.9%

Net / free-cash-flow margins

14.6% / -12.5%

5-year average return on capital

18.2%

Provider forward revenue CAGR

15.0%

Provider forward EPS CAGR

20.3%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. At approximately $1.69bn equity value worth bottleneck diligence, but observed ~11% CMP growth is far below the earnings acceleration necessary for 10x within 2-3 years; a lower-conviction tail.

Expectations risk / first rejection. Fabs use less slurry per step, competitors win formulations, new capacity depresses returns or leading-edge growth fails to accelerate the overall company.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. AI rack liquid cooling. Rising rack power shifts thermal spend from small components toward liquid-cooling systems; full-rack content can grow much faster than server units. Watch rack cooling revenue, manufacturing quality and customer concentration.

Exposure proof. Issuer lists a Computex2026 thermal-solutions launch. Detailed Computex2025 release says Auras offers cold plates, in-rack and in-row CDU/RPU, manifolds, pumps and quick disconnects for DGX/MGX/HGX and ASIC systems. Its full-rack cooling transition is also described in 2024 sustainability report. Product scope does not establish a guaranteed market share.

Issuer evidence · 2026-05-29 (2026 exhibit listing); detailed product evidence 2025-05-19 · Additional source

Equity value (USD)

$4.44bn

Revenue base (USD)

$968.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$134.4m

Cash (USD)

$147.0m

Gross / operating margins

28.5% / 16.1%

Net / free-cash-flow margins

13.1% / -9.6%

5-year average return on capital

17.6%

Provider forward revenue CAGR

44.4%

Provider forward EPS CAGR

61.9%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Direct buildout exposure at approximately $4.44bn equity value. Attractive structural category, but a further 10x requires exceptional share gains and earnings scale, not merely liquid-cooling market growth.

Expectations risk / first rejection. Cooling components commoditize, leaks or reliability impair qualification, OEMs internalize systems or Taiwan competitors dilute margins.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. High-layer HDI AI server circuit boards. AI servers migrate to denser high-layer boards; Vietnam capacity and acquired operations improve mix and geographic relevance. Watch utilization, AI/advanced-board sales and operating cash flow.

Exposure proof. Issuer FY2025 results and Q&A identify high multilayer HDI PCBs for AI servers; management cites large HDI production capacity as the competitive advantage. Vietnam expansion maps identify high-layer AI server board production and packaging facilities. No verified AI revenue percentage.

Issuer evidence · 2026-05-21 · Additional source

Equity value (USD)

$4.10bn

Revenue base (USD)

$1.60bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$741.9m

Cash (USD)

$245.1m

Gross / operating margins

20.6% / 9.6%

Net / free-cash-flow margins

7.7% / -9.3%

5-year average return on capital

6.1%

Provider forward revenue CAGR

35.7%

Provider forward EPS CAGR

219.2%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. A transformation tail from roughly $4.1bn equity value, but diversified exposure and heavy manufacturing investment make 10x materially less plausible than for a small niche equipment supplier.

Expectations risk / first rejection. Low-margin smartphone/automotive mix dominates; yields or expansion costs disappoint; advanced-board competition offsets volume gains.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. AI data-center colocation. Repeatable campuses can turn land and power into durable rental cash flow; common-equity value depends on interest, preferred capital and minority claims.

Exposure proof. 900 MW contracted across seven leases and three customers in April 2026; $23bn anticipated rental revenue over contract terms. FYQ2 recognized $12m partial-quarter lease revenue and $73m fit-out reimbursement.

Issuer evidence · 2026-04-24 · Additional source

Equity value (USD)

$7.40bn

Revenue base (USD)

$611.3m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$3.51bn

Cash (USD)

$1.59bn

Gross / operating margins

25.9% / -28.5%

Net / free-cash-flow margins

-39.9% / -454.1%

5-year average return on capital

-9.8%

Provider forward revenue CAGR

77.1%

Provider forward EPS CAGR

-14.1%

3-month / 1-year price return

-23.2% / -4.3%

Listing price

25.38 USD

Price basis

2026-10-02

Investment verdict. Real contracts and some rent; 10x requires additional campuses plus valuation room.

Expectations risk / first rejection. Construction and power delays; project funding; preferred and minority economics; dilution.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI colocation. Converts existing mining infrastructure to rent and diversifies beyond CoreWeave.

Exposure proof. Standalone Nasdaq CORZ after October 2025 merger termination. Q2 colocation revenue $136.7m versus $10.6m prior year; 437 MW billing by mid-July. AMD anchored approximately 530 MW; total leased approximately 1.1 GW.

Issuer evidence · 2026-07-28 · Additional source

Equity value (USD)

$5.29bn

Revenue base (USD)

$440.3m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$2.64bn

Cash (USD)

$1.77bn

Gross / operating margins

32.1% / -32.0%

Net / free-cash-flow margins

-324.9% / -217.5%

5-year average return on capital

-7.3%

Provider forward revenue CAGR

89.7%

Provider forward EPS CAGR

n.a.

3-month / 1-year price return

-23.2% / -7.7%

Listing price

16.45 USD

Price basis

2026-10-02

Investment verdict. Actual revenue inflection; equity hurdle higher than revenue-growth headline.

Expectations risk / first rejection. Quarterly capex $797.5m, power delivery, funding and warrant dilution.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Persistent memory / AI cache and checkpointing optionality. Persistent CXL buffers/KV-cache/checkpointing create a valuable new memory tier and multiple customer production ramps.

Exposure proof. Q2 revenue $18.7m, product sales $15.3m, cash $43.9m; growth currently led by industrial/energy/defense. September CXL-MRAM demo is ready for customer workload testing; issuer claims writes up to 100x faster than NAND storage. Demo and speed claim are not production AI orders or end-to-end benchmark superiority.

Issuer evidence · 2026-09-29 · Additional source

Equity value (USD)

$458.5m

Revenue base (USD)

$62.5m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-41.1m

Cash (USD)

$43.9m

Gross / operating margins

52.3% / -15.5%

Net / free-cash-flow margins

-4.2% / -8.6%

5-year average return on capital

0.1%

Provider forward revenue CAGR

25.0%

Provider forward EPS CAGR

29.1%

3-month / 1-year price return

-1.6% / 65.3%

Listing price

18.83 USD

Price basis

2026-10-02

Investment verdict. At ~$454m equity value, 10x implies ~$4.54bn before dilution. Smaller starting scale leaves tail optionality, but requires several real AI production programs, not demos. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. MRAM density/cost fails real workload economics; demo never becomes production; legacy/defense business remains dominant.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Edge-AI processor / connectivity intellectual property. Edge NPUs/DSPs become royalty-bearing building blocks across physical AI devices, creating high-margin operating leverage from a small business.

Exposure proof. Q2 revenue $29.0m, +13%; licensing $18.2m, +21%; royalties $10.8m, +1% YoY. Ten license agreements include unnamed leading global AI/computing platform company. 10-Q describes automotive AI and surveillance SoC royalty ramps; a licensing deal is not proof of large production royalties.

Issuer evidence · 2026-08-10 · Additional source

Equity value (USD)

$1.04bn

Revenue base (USD)

$115.7m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-203.4m

Cash (USD)

$220.7m

Gross / operating margins

87.5% / -8.3%

Net / free-cash-flow margins

-9.5% / -0.9%

5-year average return on capital

-19.7%

Provider forward revenue CAGR

13.7%

Provider forward EPS CAGR

-89.0%

3-month / 1-year price return

-8.2% / 32.4%

Listing price

37.10 USD

Price basis

2026-10-02

Investment verdict. Adjacent edge-AI optionality rather than hyperscale buildout; smaller IP base can support a tail scenario, but current royalty growth is too weak to underwrite 10x.

Expectations risk / first rejection. Licenses do not generate production shipments, royalty/unit economics remain low, competing in-house or open IP displaces Ceva.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Edge AI / machine vision semiconductors. Physical AI/robotics vision processors drive new design-win revenue and software-enabled differentiation.

Exposure proof. FY27 Q2 revenue $108.1m, up 13.2% YoY; GAAP gross margin 57.7%; GAAP loss $6.7m and non-GAAP profit $8.2m. Issuer is an edge-AI semiconductor company; this is endpoint inference rather than hyperscale construction.

Issuer evidence · 2026-09-03 · Additional source

Equity value (USD)

$3.03bn

Revenue base (USD)

$417.8m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-259.7m

Cash (USD)

$272.3m

Gross / operating margins

58.5% / -14.9%

Net / free-cash-flow margins

-13.5% / 2.3%

5-year average return on capital

-28.3%

Provider forward revenue CAGR

13.1%

Provider forward EPS CAGR

-15.1%

3-month / 1-year price return

-12.4% / -18.4%

Listing price

68.65 USD

Price basis

2026-10-02

Investment verdict. At ~$3.1bn equity value, 10x implies ~$31bn before dilution. Current 13% revenue growth and endpoint exposure make that a weak 2-3-year scenario. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. Wins stay in prototype, automotive timelines extend, customers choose alternative SoCs, or growth remains modest.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI data-center colocation. Phased power-backed campuses become recurring rent; credit support helps project finance.

Exposure proof. Q2 HPC lease revenue $31.9m, 71% of total. By July 102 IT MW billing; 336 MW under construction. Anthropic 401 MW, 20-year lease worth about $19bn base term, first delivery 2H27 and full delivery early 2028.

Issuer evidence · 2026-08-05 · Additional source

Equity value (USD)

$7.73bn

Revenue base (USD)

$165.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$2.62bn

Cash (USD)

$2.62bn

Gross / operating margins

69.3% / -207.1%

Net / free-cash-flow margins

-1,179.9% / -1,656.0%

5-year average return on capital

-12.4%

Provider forward revenue CAGR

131.6%

Provider forward EPS CAGR

58.9%

3-month / 1-year price return

-26.9% / 29.9%

Listing price

15.49 USD

Price basis

2026-10-02

Investment verdict. Real revenue; speculative 10x requires attractive dilution-adjusted economics.

Expectations risk / first rejection. Construction, substantial converts and warrants, rising share count, power approvals.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI data-center colocation. Repeatable project finance converts power-backed sites into long-duration rent.

Exposure proof. August 2026 first Black Pearl capacity delivered early and rent commenced. Stingray project fully funded; Barber Lake beneficial use begun. June long-term borrowings $5.45bn; restricted cash cannot all offset freely available net debt.

Issuer evidence · 2026-08-04 · Additional source

Equity value (USD)

$6.52bn

Revenue base (USD)

$191.1m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$4.75bn

Cash (USD)

$1.39bn

Gross / operating margins

-10.0% / -28.4%

Net / free-cash-flow margins

-585.8% / -782.5%

5-year average return on capital

-11.4%

Provider forward revenue CAGR

94.3%

Provider forward EPS CAGR

-58.4%

3-month / 1-year price return

-21.6% / 6.9%

Listing price

15.71 USD

Price basis

2026-10-02

Investment verdict. Actual lease execution; 10x needs much more than current contracted assets.

Expectations risk / first rejection. Cost overruns, warrants, ERCOT approvals, tenant failure, debt and dilution.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI colocation pivot. Fully approved interconnection can become financeable AI landlord assets.

Exposure proof. Q2 data-center revenue $23.2m: $4.9m rent and $18.3m fit-out; 25 MW delivered to AMD. New AI lab 191 IT MW lease, 20 years, $9.1bn base term. First 96 MW due December 2027; full June 2028.

Issuer evidence · 2026-08-10 · Additional source

Equity value (USD)

$7.40bn

Revenue base (USD)

$674.5m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$406.4m

Cash (USD)

$471.4m

Gross / operating margins

28.3% / -189.8%

Net / free-cash-flow margins

-196.3% / -140.1%

5-year average return on capital

-11.1%

Provider forward revenue CAGR

11.1%

Provider forward EPS CAGR

-24.0%

3-month / 1-year price return

-10.8% / 1.5%

Listing price

19.73 USD

Price basis

2026-10-02

Investment verdict. Real AI contracts; high-risk pivot, not just a miner with an AI aspiration.

Expectations risk / first rejection. BTC funding volatility, construction, power regulations, financing and dilution.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI power and campuses. Power origination plus lease-matched financing could build a repeatable landlord platform.

Exposure proof. River Bend 245 IT MW lease worth $7bn over 15 years with Google backstop. Beacon Point two 352 MW leases total $19.6bn base term. River Bend notes $3.25bn, 16.5 years, roughly 95% loan-to-cost, nonrecourse.

Issuer evidence · 2026-07-20 / 2026-08-04 · Additional source

Equity value (USD)

$11.05bn

Revenue base (USD)

$318.0m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$7.44bn

Cash (USD)

$233.6m

Gross / operating margins

62.3% / -294.1%

Net / free-cash-flow margins

-188.6% / -256.0%

5-year average return on capital

n.a.

Provider forward revenue CAGR

54.6%

Provider forward EPS CAGR

-42.0%

3-month / 1-year price return

-7.7% / 123.5%

Listing price

89.63 USD

Price basis

2026-10-02

Investment verdict. Credible project financing; 10x at $10.6bn cap requires several further successes.

Expectations risk / first rejection. Construction costs, geography and weather, interconnections, aggressive leverage and tenant exposure.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Integrated AI cloud. Integrated land, power and GPU cloud can scale exceptionally; customer prepayments ease funding.

Exposure proof. July 2026: $2.8bn new contracts; year-end ARR target above $4bn, about 85% contracted. Microsoft $9.7bn and NVIDIA $3.4bn agreements. ARR is capacity annualization, not GAAP revenue.

Issuer evidence · 2026-07-20 / FY2026 · Additional source

Equity value (USD)

$16.46bn

Revenue base (USD)

$707.0m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$1.94bn

Cash (USD)

$5.90bn

Gross / operating margins

68.9% / -53.6%

Net / free-cash-flow margins

-99.4% / -315.8%

5-year average return on capital

-4.6%

Provider forward revenue CAGR

221.5%

Provider forward EPS CAGR

67.9%

3-month / 1-year price return

7.6% / -17.2%

Listing price

41.76 USD

Price basis

2026-10-02

Investment verdict. Strong contracts; 10x from a $16bn cap requires extreme scale.

Expectations risk / first rejection. GPU commissioning, customer acceptance, pricing, utilization, short hardware life and dilution.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. GaN/SiC high-voltage power. A new800V architecture could make GaN/SiC content a bottleneck and enable tiny sales base to compound at an exceptional rate. Equity must earn valuation through actual production wins.

Exposure proof. Q2 sales$10.5m vs$14.5m prior year; production samples for800V programs, NVIDIA MGX ecosystem collaboration. Management expects selected hyperscaler/XPU ramps2027; AI Infrastructure including grid expected overone-third sales by yearend. $557.4m cash. Issuer explicitly says design wins/pipeline are not orders or backlog.

Issuer evidence · 2026-07-27 · Additional source

Equity value (USD)

$3.24bn

Revenue base (USD)

$36.5m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-552.3m

Cash (USD)

$557.4m

Gross / operating margins

38.1% / -252.3%

Net / free-cash-flow margins

-856.9% / -185.7%

5-year average return on capital

-46.1%

Provider forward revenue CAGR

27.2%

Provider forward EPS CAGR

-14.7%

3-month / 1-year price return

-14.2% / 58.6%

Listing price

12.40 USD

Price basis

2026-10-02

Investment verdict. Speculative technology optionality; not proven NVIDIA volume revenue; current-market-cap backsolve may disqualify10x.

Expectations risk / first rejection. Supplier selection lost to incumbents,800V adoption delayed, design wins fail to convert, capacity/yield issues, dilution or acquisition integration.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI processor / silicon-photonics burn-in testing. Wafer/package burn-in becomes standard for high-power AI chips and photonics, creating systems plus recurring contactor revenue.

Exposure proof. FY26 revenue $50.0m; Q4 bookings $60.7m and effective backlog $100.6m. FY27 management guide $130-150m revenue and non-GAAP net income 18-22% of revenue. Existing AI customers ramp production and silicon-photonics follow-on orders are disclosed; additional top-tier AI benchmark remains pilot-validation interest, not confirmed win.

Issuer evidence · 2026-07-14 · Additional source

Equity value (USD)

$3.50bn

Revenue base (USD)

$50.0m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-106.5m

Cash (USD)

$116.4m

Gross / operating margins

35.3% / -28.3%

Net / free-cash-flow margins

-14.3% / -10.8%

5-year average return on capital

23.2%

Provider forward revenue CAGR

100.9%

Provider forward EPS CAGR

n.a.

3-month / 1-year price return

53.2% / 245.6%

Listing price

107.21 USD

Price basis

2026-10-02

Investment verdict. Downgrade: ~$3.31bn equity value implies ~$33.1bn at 10x before dilution, against FY27 revenue guide $130-150m. Excellent operational inflection, poor valuation arithmetic for 10x. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. FY27 conversion misses; qualification fails; customer concentration or alternate test methods limit adoption.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Indium-phosphide substrates. InP becomes a sustained bottleneck in 800G/1.6T lasers and optical networks, permitting scale and pricing power.

Exposure proof. Q2 revenue $47.589m and GAAP net income $11.128m; record InP revenue tied by management to data-center optical connectivity. Lumentum supply/capacity agreement runs through 2031, with $43.5m initial deposit and second $43.5m deposit subject to 2028 terms. Deposits credit future shipments. Q2 diluted share count 63.474m versus 43.710m a year earlier.

Issuer evidence · 2026-07-30 · Additional source

Equity value (USD)

$5.63bn

Revenue base (USD)

$125.5m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-315.7m

Cash (USD)

$450.2m

Gross / operating margins

32.2% / 3.1%

Net / free-cash-flow margins

3.2% / -15.6%

5-year average return on capital

-4.4%

Provider forward revenue CAGR

128.4%

Provider forward EPS CAGR

-66.7%

3-month / 1-year price return

51.7% / 1,573.9%

Listing price

85.87 USD

Price basis

2026-10-02

Investment verdict. Downgrade: at ~$5.25bn equity value, 10x implies ~$52.5bn before dilution. Q2 annualized revenue ~$190m cannot justify that without extraordinary sustained growth; real exposure but weak 10x candidate. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. Chinese export permits/geopolitics interrupt deliveries, competitors expand supply, utilization/margins normalize, dilution outruns growth.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. 800G / 1.6T optical transceivers. Factory ramp turns hyperscale optical growth into much higher revenue and operating profit; domestic manufacturing wins a durable share.

Exposure proof. Q2 revenue $191.9m versus $103.0m prior year; 800G volumes more than doubled sequentially. Q3 guide $255-290m. Management targets capacity ~650,000 800G/1.6T units monthly by year-end versus approaching 200,000 currently and expects demand above capacity through mid-2027. GAAP loss $22.8m; non-GAAP profit $5.5m.

Issuer evidence · 2026-08-06 · Additional source

Equity value (USD)

$9.78bn

Revenue base (USD)

$596.0m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-199.6m

Cash (USD)

$499.7m

Gross / operating margins

28.9% / -11.3%

Net / free-cash-flow margins

-9.6% / -151.1%

5-year average return on capital

-14.4%

Provider forward revenue CAGR

141.7%

Provider forward EPS CAGR

n.a.

3-month / 1-year price return

-4.4% / 313.9%

Listing price

115.59 USD

Price basis

2026-10-02

Investment verdict. Downgrade: ~$9.1bn equity value implies ~$91bn at 10x before dilution. Strong transceiver ramp is real, but even $1bn-plus annual revenue does not support this without unprecedented scale/profitability. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. Capacity targets miss, yields/pricing undermine margins, key customers dual-source, share-count growth overwhelms EPS gains.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Switchgear / power distribution. Switchgear and engineered distribution can gain high-margin bottleneck content.

Exposure proof. Fiscal Q3 2026 awarded over $400m data-center order for behind-the-meter generation; $934m bookings and $2.4bn backlog.

Issuer evidence · 2026-08-04

Equity value (USD)

$7.14bn

Revenue base (USD)

$1.16bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-631.0m

Cash (USD)

$633.6m

Gross / operating margins

30.1% / 19.7%

Net / free-cash-flow margins

16.5% / 21.1%

5-year average return on capital

23.0%

Provider forward revenue CAGR

15.9%

Provider forward EPS CAGR

12.2%

3-month / 1-year price return

-20.4% / 93.5%

Listing price

196.10 USD

Price basis

2026-10-02

Investment verdict. Actual order evidence; 10x at $6.9bn cap demands many repeat successes.

Expectations risk / first rejection. Lumpy mega-orders, project delays, capacity and labor constraints, competition.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI server manufacturing. ZT Systems and vertically integrated components raise AI server share and recurring operating earnings.

Exposure proof. FY2026 Q3 revenue $3.46bn, GAAP operating margin 6.4%, adjusted operating margin 8.0%. Company cites orders at both legacy Sanmina and acquired ZT Systems. Fiscal-year revenue guide $14.0-14.3bn.

Issuer evidence · 2026-07-27

Equity value (USD)

$12.28bn

Revenue base (USD)

$12.76bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$579.6m

Cash (USD)

$1.84bn

Gross / operating margins

9.0% / 5.5%

Net / free-cash-flow margins

2.4% / 4.7%

5-year average return on capital

13.4%

Provider forward revenue CAGR

42.1%

Provider forward EPS CAGR

29.1%

3-month / 1-year price return

4.2% / 100.8%

Listing price

229.04 USD

Price basis

2026-10-02

Investment verdict. Watchlist for operating upside; 10x in three years requires much larger earnings and a sustained premium multiple.

Expectations risk / first rejection. Acquisition integration, thin margins, customer concentration and working-capital funding; revenue assembled for others is not software-like economics.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Optical manufacturing. 800G and 1.6T optics outsourcing and capacity expansions produce further operating growth.

Exposure proof. FY2026 filed data-center revenue $2.225bn, 47.9% of total, versus $1.580bn a year earlier. Data-center category includes broader products, not a pure AI revenue measure.

Issuer evidence · 2026-08-18

Equity value (USD)

$16.62bn

Revenue base (USD)

$4.64bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-871.0m

Cash (USD)

$875.1m

Gross / operating margins

12.0% / 10.0%

Net / free-cash-flow margins

10.2% / 0.1%

5-year average return on capital

26.9%

Provider forward revenue CAGR

25.5%

Provider forward EPS CAGR

31.6%

3-month / 1-year price return

-7.2% / 26.7%

Listing price

463.69 USD

Price basis

2026-10-02

Investment verdict. Proven manufacturing beneficiary, severe current-valuation hurdle for another 10x.

Expectations risk / first rejection. Customer concentration, low manufacturing margins, pricing pressure and capacity utilization; 10x requires extraordinary scale from an already large equity base.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI server and networking circuit boards. More complex high-speed boards and a larger AI mix improve sales and margins.

Exposure proof. Q2 data-center and networking sales were 40% of revenue and grew 91% YoY. Management expected this combined end market to reach 49% of Q3 sales. These figures include networking outside AI.

Issuer evidence · 2026-08-06

Equity value (USD)

$13.89bn

Revenue base (USD)

$3.38bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$595.3m

Cash (USD)

$507.9m

Gross / operating margins

21.2% / 9.9%

Net / free-cash-flow margins

7.0% / -0.4%

5-year average return on capital

-13.5%

Provider forward revenue CAGR

36.8%

Provider forward EPS CAGR

62.5%

3-month / 1-year price return

-15.5% / 122.8%

Listing price

131.87 USD

Price basis

2026-10-02

Investment verdict. Verified exposure; valuation-gated for 10x.

Expectations risk / first rejection. Capacity/yield problems, hyperscaler mix concentration, board pricing and capex cyclicality; valuation already reflects substantial growth.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. HBM thermal-compression bonding and packaging equipment. Higher HBM stacks and packaging volumes require precise bonding/inspection tools; product extensions add content. Watch customer diversification, HBM4 production orders and credible future hybrid-bonding capability.

Exposure proof. Company's SEMICON West2026 exhibitor profile lists HBM TC BONDER4.5 GRIFFIN/4.0 TIGER, 2.5D TC bonders, flip-chip bonders and HBM6-side inspection. It claims global No.1 HBM TC-bonder share; treat leadership as a vendor claim and do not infer a precise share percentage.

Issuer evidence · 2026 SEMICON West issuer exhibitor profile; checked 2026-10-03 · Additional source

Equity value (USD)

$18.72bn

Revenue base (USD)

$356.4m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-56.4m

Cash (USD)

$57.9m

Gross / operating margins

57.3% / 42.5%

Net / free-cash-flow margins

40.3% / 19.9%

5-year average return on capital

24.0%

Provider forward revenue CAGR

41.4%

Provider forward EPS CAGR

56.9%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Proven AI-linked category, but market value and an already recognized HBM position are substantial hurdles. Do not equate leadership with a likely further 10x.

Expectations risk / first rejection. Customers qualify competing tools, TC bonding loses content to hybrid bonding or concentration creates a capex cliff.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Custom semiconductor test sockets and precision pins. More custom AI/ASIC designs and tougher high-speed testing increase demand for bespoke sockets/pins. Watch advanced-socket qualification, new capacity utilization and diversification beyond mobile design tests.

Exposure proof. KRX issuer profile identifies LEENO's KOSDAQ listing and reports FY2025 test sockets65.48% of sales and pins23.38%. These are semiconductor-product shares, not AI-specific shares. Official2025 Q2 IR material describes the custom consumable test-component business.

Issuer evidence · FY2025 sales mix in current KRX issuer company profile; checked 2026-10-03 · Additional source

Equity value (USD)

$3.39bn

Revenue base (USD)

$75.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-63.6m

Cash (USD)

$63.6m

Gross / operating margins

46.4% / 37.1%

Net / free-cash-flow margins

33.0% / 12.8%

5-year average return on capital

32.6%

Provider forward revenue CAGR

n.a.

Provider forward EPS CAGR

n.a.

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Quality semiconductor-testing comparator with unquantified AI purity; generally weaker 10x tail than smaller companies undergoing a step change in end-market exposure.

Expectations risk / first rejection. AI spend does not flow into its particular design-testing mix; factory transition disrupts output or premium valuation compresses.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Leading-edge custom AI ASIC implementation. Hyperscalers and other large customers increasingly use custom accelerators; Alchip earns design fees and production management economics. Watch 3nm volume ramp, 2nm customer qualification and gross profit per project.

Exposure proof. Issuer reports multiple 2nm designs in tapeout, a full-reticle customer design, first-pass success on 2nm test chips and 3D SoIC readiness. The platform supports 2nm compute dies with 3nm/5nm IO chiplets and CoWoS/SoIC. June26 issuer announcement says a GDS offering raises US$510m and issues 4m new shares.

Issuer evidence · 2026-03-12 · Additional source

Equity value (USD)

$10.16bn

Revenue base (USD)

$726.7m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-1.66bn

Cash (USD)

$1.67bn

Gross / operating margins

37.2% / 23.3%

Net / free-cash-flow margins

25.4% / -9.0%

5-year average return on capital

24.2%

Provider forward revenue CAGR

94.2%

Provider forward EPS CAGR

60.1%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Proven high-purity AI/HPC business, but approximately $10.2bn equity value and concentration make 10x in 2-3 years a remote tail rather than a central candidate.

Expectations risk / first rejection. Major-customer concentration, production delay, insourcing or dilution prevent growth accruing to each share.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Enterprise AI storage and NAND controllers. Large AI data and KV-cache workloads increase high-capacity SSD/controller content; proprietary enterprise products could raise margins above the legacy consumer cycle. Watch recurring enterprise gross profit, customer deployment and normalized inventories.

Exposure proof. Issuer introduces Pascari AI Data Platform, enterprise SSD and aiDAPTIV flash-memory tiering. May8 results report Q1 revenue NT$40.967bn and EPS NT$68.8, citing AI storage demand and tight NAND supply. Performance/cost claims for aiDAPTIV are internal tests, not independent production benchmarks; AI-only revenue mix is not disclosed in cited release.

Issuer evidence · 2026-06-02 · Additional source

Equity value (USD)

$14.60bn

Revenue base (USD)

$4.71bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-138.7m

Cash (USD)

$1.06bn

Gross / operating margins

56.8% / 30.7%

Net / free-cash-flow margins

32.2% / -7.7%

5-year average return on capital

14.2%

Provider forward revenue CAGR

111.1%

Provider forward EPS CAGR

62.9%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Strong AI-adjacent technology but approximately $14.6bn equity value and already record earnings materially reduce 10x plausibility from today's starting point. Extended research tier.

Expectations risk / first rejection. Memory pricing gains reverse; software solutions fail independent workload economics; inventory profits are mistaken for durable AI earnings.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Ion implantation / memory and power semiconductor equipment. Memory capex and power-device implants recover strongly while share gains and operating leverage improve profit.

Exposure proof. Q2 revenue $215.2m, GAAP operating margin 9.4%, non-GAAP EPS $1.06. Q3 revenue guide ~$230m. Management cites robust memory and improving power demand plus data-center end demand in mature nodes. Release includes costs associated with announced Veeco merger agreement.

Issuer evidence · 2026-08-06 · Additional source

Equity value (USD)

$4.56bn

Revenue base (USD)

$866.1m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-332.4m

Cash (USD)

$402.2m

Gross / operating margins

43.0% / 10.3%

Net / free-cash-flow margins

10.7% / 7.6%

5-year average return on capital

28.8%

Provider forward revenue CAGR

8.6%

Provider forward EPS CAGR

-2.3%

3-month / 1-year price return

2.3% / 66.6%

Listing price

147.77 USD

Price basis

2026-10-02

Investment verdict. Cyclical adjacent supplier; 10x in 2-3 years is a weak scenario absent dramatic industry expansion.

Expectations risk / first rejection. SiC overcapacity or capex downturn persists; merger alters exposure/share count; AI-related mix proves too small.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Data-center cooling. Cooling scale and portfolio simplification can improve AI earnings mix.

Exposure proof. May 2026 LTA guarantees capacity for over $4bn cooling sales during 2027-29, with $165m upfront customer payment. Performance Technologies spin-off completed October 1. MOD ticker retained; proposed Modexus name needs shareholder approval.

Issuer evidence · 2026-05-26 / 2026-10-01 · Additional source

Equity value (USD)

$9.46bn

Revenue base (USD)

$3.37bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$576.1m

Cash (USD)

$95.3m

Gross / operating margins

22.2% / 10.9%

Net / free-cash-flow margins

4.3% / 3.0%

5-year average return on capital

16.1%

Provider forward revenue CAGR

23.2%

Provider forward EPS CAGR

45.9%

3-month / 1-year price return

-22.8% / 20.7%

Listing price

178.20 USD

Price basis

2026-10-02

Investment verdict. Strong exposure; distinguish capacity agreement from booked orders and adjust for spin-off.

Expectations risk / first rejection. LTA volume shortfalls, customer concentration, plant ramp, metals costs and cooling architecture.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Liquid cooling / electrical connections. Power connections, protection and liquid cooling provide broad repeatable content.

Exposure proof. Q2 sales about $1.5bn, up 53% reported and 47% organic. July 2026 announced third liquid-cooling capacity expansion; new Blaine facility due 1H27. Consolidated growth is not all AI.

Issuer evidence · 2026-07-31 · Additional source

Equity value (USD)

$27.44bn

Revenue base (USD)

$4.83bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$1.38bn

Cash (USD)

$256.0m

Gross / operating margins

36.5% / 16.9%

Net / free-cash-flow margins

12.4% / 12.0%

5-year average return on capital

8.8%

Provider forward revenue CAGR

28.6%

Provider forward EPS CAGR

-1.3%

3-month / 1-year price return

11.4% / 73.4%

Listing price

169.56 USD

Price basis

2026-10-02

Investment verdict. Established supplier; $26.8bn cap rules out a preferred near-term tenbagger.

Expectations risk / first rejection. Competition, factory execution, customer mix and acquisition integration.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Advanced semiconductor packaging and outsourced test. Captures much larger advanced AI-packaging outsourcing share with margin uplift.

Exposure proof. Q2 sales $1.898bn, +26% YoY; gross margin 16.8%; net income $174m/$0.70 EPS. Management cites expanded AI/HPC customer programs and packaging/test capacity. Total cash/investments and debt each $2.5bn.

Issuer evidence · 2026-07-27 · Additional source

Equity value (USD)

$13.92bn

Revenue base (USD)

$7.46bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$161.9m

Cash (USD)

$2.51bn

Gross / operating margins

15.5% / 8.6%

Net / free-cash-flow margins

7.4% / -2.3%

5-year average return on capital

10.6%

Provider forward revenue CAGR

13.5%

Provider forward EPS CAGR

26.0%

3-month / 1-year price return

-19.6% / 90.7%

Listing price

56.02 USD

Price basis

2026-10-02

Investment verdict. Real AI enabler, but scale and low margins make 10x in 2-3 years an extreme rather than useful core scenario.

Expectations risk / first rejection. Capacity capex and depreciation outrun utilization, major customers retain work elsewhere, advanced packaging fails to change earnings mix.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Active electrical cables / optical DSPs / connectivity. AEC adoption broadens across hyperscalers while optical products create another large profit pool.

Exposure proof. FY27 Q1 revenue $479.0m, up 114.7% YoY; GAAP gross margin 64.5%, GAAP net income $129.4m. Q2 guide $525-535m. Management explicitly links copper and optical solutions to scaling AI infrastructure.

Issuer evidence · 2026-09-01 · Additional source

Equity value (USD)

$41.09bn

Revenue base (USD)

$1.59bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-738.1m

Cash (USD)

$764.3m

Gross / operating margins

67.1% / 31.7%

Net / free-cash-flow margins

33.8% / 27.6%

5-year average return on capital

7.7%

Provider forward revenue CAGR

70.3%

Provider forward EPS CAGR

286.0%

3-month / 1-year price return

-9.6% / 52.0%

Listing price

218.64 USD

Price basis

2026-10-02

Investment verdict. Downgrade: ~$39.5bn equity value implies ~$395bn at 10x before dilution. Real high-margin growth; 10x in 2-3 years would require a dominant global platform outcome. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. Customer concentration, competitive ASICs, transition away from AECs, or growth/margin normalization breaks premium valuation.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI fabric switches / retimers / CXL memory connectivity. Wins durable merchant AI fabric platform share across scale-up, signal conditioning and memory connectivity.

Exposure proof. Q2 revenue $392.4m, up 104% YoY; GAAP operating margin 22.7%. Q3 guide $540-560m; Scorpio 320-lane switches expected to become largest product family. Taurus expanded to 3.2T Ethernet/UALink signal conditioning.

Issuer evidence · 2026-08-04 · Additional source

Equity value (USD)

$60.78bn

Revenue base (USD)

$1.20bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-1.21bn

Cash (USD)

$1.25bn

Gross / operating margins

75.1% / 22.8%

Net / free-cash-flow margins

30.7% / 23.0%

5-year average return on capital

n.a.

Provider forward revenue CAGR

86.7%

Provider forward EPS CAGR

44.8%

3-month / 1-year price return

-13.8% / 74.5%

Listing price

350.33 USD

Price basis

2026-10-02

Investment verdict. Downgrade: ~$61.8bn equity value implies ~$618bn at 10x before dilution. Strong business; not a defensible core 2-3-year 10x candidate. Market caps supplied by parent from live Fiscal.ai snapshot.

Expectations risk / first rejection. Hyperscaler internal silicon or incumbents take sockets; protocols fragment; Scorpio ramp falls below expectations.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI cloud. AI developer platform could differentiate cloud software while anchor contracts finance scale.

Exposure proof. Meta agreement: $12bn dedicated capacity starting early 2027, plus up to $15bn additional available capacity. Full $27bn is not dedicated take-or-pay. Microsoft agreement $17.4bn plus optional services.

Issuer evidence · 2026-03-16 · Additional source

Equity value (USD)

$66.01bn

Revenue base (USD)

$1.36bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$2.15bn

Cash (USD)

$8.04bn

Gross / operating margins

74.3% / -37.4%

Net / free-cash-flow margins

3.1% / -434.2%

5-year average return on capital

-7.0%

Provider forward revenue CAGR

381.9%

Provider forward EPS CAGR

n.a.

3-month / 1-year price return

12.6% / 89.7%

Listing price

242.81 USD

Price basis

2026-10-02

Investment verdict. At $63.7bn cap, reject as a preferred 2-3 year tenbagger.

Expectations risk / first rejection. Power and GPU delivery, financing, customer concentration, falling rental rates and dilution.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Scaled AI cloud. Cloud leader could improve funding and software differentiation while AI demand compounds.

Exposure proof. Q2 2026 backlog approximately $104bn: RPO plus estimated other committed amounts, conditional on service delivery. Early Q3 added over $25bn commitments. CORZ merger terminated in 2025.

Issuer evidence · 2026-08-11 · Additional source

Equity value (USD)

$49.43bn

Revenue base (USD)

$7.59bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$46.03bn

Cash (USD)

$5.54bn

Gross / operating margins

67.4% / -2.7%

Net / free-cash-flow margins

-25.4% / -179.9%

5-year average return on capital

n.a.

Provider forward revenue CAGR

126.2%

Provider forward EPS CAGR

-11.5%

3-month / 1-year price return

9.6% / -33.5%

Listing price

89.62 USD

Price basis

2026-10-02

Investment verdict. Real AI category leader; at $48.8bn cap, 10x requires extraordinary scale.

Expectations risk / first rejection. Leverage, capex, customer collections, GPU economic life and refinancing.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. GPU vertical power delivery. High-density GPU power could scale modules and royalties with operating leverage.

Exposure proof. Q2 sales $143.35m, up 49.3% YoY; backlog $379.74m. Advanced products include royalties from a new license. Plans further ChiP fabs. Normalize tax benefits and 2025 $45m patent settlement.

Issuer evidence · 2026-07 / 2026-09-11 · Additional source

Equity value (USD)

$14.24bn

Revenue base (USD)

$474.0m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-446.0m

Cash (USD)

$453.6m

Gross / operating margins

56.6% / 20.0%

Net / free-cash-flow margins

30.6% / 10.8%

5-year average return on capital

12.2%

Provider forward revenue CAGR

47.0%

Provider forward EPS CAGR

47.8%

3-month / 1-year price return

9.2% / 530.0%

Listing price

308.90 USD

Price basis

2026-10-02

Investment verdict. Technically interesting; $14.2bn cap makes 10x implausibly demanding.

Expectations risk / first rejection. Architecture choices, competing VR/IVR technology, customer concentration and fab utilization.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI server and networking manufacturing. Customized cloud networking and server programs continue to expand share and mix.

Exposure proof. Q2 revenue $4.70bn, up 62% YoY. Adjusted operating margin 8.2%; GAAP operating margin 9.8% includes different accounting adjustments. Reported growth reflects Connectivity & Cloud Solutions.

Issuer evidence · 2026-07-27

Equity value (USD)

$44.54bn

Revenue base (USD)

$15.59bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$444.2m

Cash (USD)

$535.7m

Gross / operating margins

12.0% / 8.9%

Net / free-cash-flow margins

7.2% / 3.3%

5-year average return on capital

15.9%

Provider forward revenue CAGR

69.1%

Provider forward EPS CAGR

42.1%

3-month / 1-year price return

15.2% / 65.8%

Listing price

387.32 USD

Price basis

2026-10-02

Investment verdict. Strong actual execution, poor fit for a fresh 2-3-year tenbagger hunt.

Expectations risk / first rejection. Loss of cloud customers, lower value-add per rack and valuation compression; enormous implied 10x equity capitalization.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. AI server and high-speed network PCBs. High-layer, low-loss AI boards and switches command more board content and better mix. Watch Thailand capacity, yields and ongoing profit growth relative to already high valuation.

Exposure proof. Official investor presentation reports FY2025 revenue NT$60.003bn (+54%) and operating income NT$14.043bn (+74%); board capability reaches 56 layers. Company 2025 AGM materials attribute server-board demand to AI server and data-center expansion. Later August2026 presentations are listed, but the quantitative figures here are explicitly FY2025.

Issuer evidence · 2026-03-18 · Additional source

Equity value (USD)

$17.54bn

Revenue base (USD)

$2.44bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-319.9m

Cash (USD)

$760.5m

Gross / operating margins

34.7% / 26.0%

Net / free-cash-flow margins

18.6% / 0.7%

5-year average return on capital

26.2%

Provider forward revenue CAGR

63.3%

Provider forward EPS CAGR

56.0%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Strong demonstrated operating exposure but approximately $17.5bn equity value already embeds substantial scale. 10x is extremely ambitious; comparator tier.

Expectations risk / first rejection. Competition, input shortages or customer price pressure compress margins; unusually fast growth normalizes before expected returns arrive.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Exposure not verified. Theme adjacency requires an issuer-specific product and earnings bridge before advancing.

Exposure proof. Issuer identity and provider financials verified. No sufficiently specific current AI order, revenue or qualification evidence established in this screen.

Primary exposure evidence missing · 2026-10-03

Equity value (USD)

$62.36bn

Revenue base (USD)

$4.68bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-1.35bn

Cash (USD)

$2.93bn

Gross / operating margins

18.4% / 8.9%

Net / free-cash-flow margins

16.0% / -2.9%

5-year average return on capital

7.3%

Provider forward revenue CAGR

43.0%

Provider forward EPS CAGR

148.4%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Exposure not yet proven; needs exposure attribution.

Expectations risk / first rejection. No material AI business is established.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Low-loss copper-clad laminates for AI boards. Faster networks and denser boards require upgraded dielectric materials, raising laminate value per board. Watch high-end grades, new capacity and realized margins.

Exposure proof. Issuer identifies advanced copper-clad laminates serving AI, high-speed connectivity and AI servers; company site confirms stock ticker2383. This product evidence establishes relevance but does not disclose an AI-only sales percentage or prove an exclusive supply relationship.

Issuer evidence · Undated issuer product/company description; checked 2026-10-03 · Additional source

Equity value (USD)

$55.78bn

Revenue base (USD)

$4.10bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$186.2m

Cash (USD)

$709.2m

Gross / operating margins

31.0% / 22.8%

Net / free-cash-flow margins

17.6% / -1.1%

5-year average return on capital

22.1%

Provider forward revenue CAGR

87.5%

Provider forward EPS CAGR

79.3%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Clear bottleneck category, but approximately $55.8bn equity value makes a tenfold share-price outcome difficult to justify. Important comparator, weak 10x candidate.

Expectations risk / first rejection. Alternative formulations qualify, shortages unwind or downstream customers capture most economics; valuation embeds the technology migration.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. ABF chip substrates and AI/server boards. Large AI chips increase ABF substrate area/layers; recovery in utilization and advanced-board mix can lift earnings. Watch recurring margin recovery and capex returns.

Exposure proof. Issuer2026 operational strategy emphasizes increasing cloud computing, edge and high-speed transmission mix. Earlier issuer Feb19 2025 deck identifies development/mass production of AI server accelerator cards, next-gen networking cards, server SSDs and power modules. No cited AI-specific revenue percentage.

Issuer evidence · 2026-05-06 · Additional source

Equity value (USD)

$28.71bn

Revenue base (USD)

$1.47bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-296.6m

Cash (USD)

$331.4m

Gross / operating margins

16.2% / 12.4%

Net / free-cash-flow margins

11.7% / 8.4%

5-year average return on capital

10.7%

Provider forward revenue CAGR

58.6%

Provider forward EPS CAGR

168.5%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. At approximately $28.7bn equity value, 10x requires extraordinary industry economics and market share. Extended watchlist rather than preferred tail.

Expectations risk / first rejection. ABF additions create another oversupply cycle, customer price pressure returns or non-AI demand remains weak.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Exposure not verified. Theme adjacency requires an issuer-specific product and earnings bridge before advancing.

Exposure proof. Issuer identity and provider financials verified. No sufficiently specific current AI order, revenue or qualification evidence established in this screen.

Primary exposure evidence missing · 2026-10-03

Equity value (USD)

$43.11bn

Revenue base (USD)

$5.81bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-1.53bn

Cash (USD)

$2.44bn

Gross / operating margins

28.9% / 23.6%

Net / free-cash-flow margins

15.9% / 24.3%

5-year average return on capital

21.7%

Provider forward revenue CAGR

50.1%

Provider forward EPS CAGR

62.7%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Exposure not yet proven; needs exposure attribution.

Expectations risk / first rejection. No material AI business is established.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. AI ASICs, HBM interface IP and optical integration. Custom ASICs need memory/interconnect IP, advanced packaging and production support; GUC participates across these stages. Watch turnkey gross profit, production volumes and optical customer qualifications.

Exposure proof. Issuer says 2nm 16Gbps HBM4E PHY/controller IP is design-ready and adopted in customer AI ASICs, with tapeout on TSMC N2P/CoWoS-L. January28 release describes partnership with Lightmatter on co-packaged optics for hyperscalers. Product availability and adoption do not quantify production revenue.

Issuer evidence · 2026-09-22 · Additional source

Equity value (USD)

$33.13bn

Revenue base (USD)

$1.46bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-317.4m

Cash (USD)

$325.9m

Gross / operating margins

22.8% / 12.5%

Net / free-cash-flow margins

11.3% / 6.2%

5-year average return on capital

35.8%

Provider forward revenue CAGR

98.2%

Provider forward EPS CAGR

69.5%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Excellent exposure but approximately $33.1bn starting equity value makes 10x (~$331bn) difficult to defend in this timeframe. Comparator/watchlist, not a preferred 10x candidate.

Expectations risk / first rejection. High expectations outpace production profits; large turnkey sales are low-margin pass-through; hyperscalers concentrate spend in competitors or internal teams.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. High-performance IC package substrates. AI GPU/ASIC substrate complexity and production demand support high-end capacity growth. Watch qualification/ramp, substrate area per package, utilization and free cash flow after capex.

Exposure proof. Issuer approved approximately ¥500bn electronics capex FY2026-28 for high-performance IC package substrates used in AI/high-performance servers; first phase approximately ¥220bn at Gama and other facilities with mass production from FY2027. These are planned investments rather than contracted profits.

Issuer evidence · 2026-02-03 · Additional source

Equity value (USD)

$42.40bn

Revenue base (USD)

$2.72bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-1.16bn

Cash (USD)

$2.30bn

Gross / operating margins

32.0% / 15.3%

Net / free-cash-flow margins

15.6% / 21.3%

5-year average return on capital

6.3%

Provider forward revenue CAGR

28.8%

Provider forward EPS CAGR

14.4%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Important buildout supplier but roughly $42.4bn starting equity value makes a $424bn 10x endpoint implausibly large for 2028-29. Comparator tier.

Expectations risk / first rejection. Large capital commitments meet weaker demand or competitors catch up; customer mix and returns fail to justify investment.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Advanced packaging encapsulants and semiconductor materials. Rising packaging complexity raises value of protective materials and process co-development; portfolio change may improve semiconductor mix. Watch semiconductor segment margins and recurring cash generation.

Exposure proof. Issuer says Japan Patent Office upheld its AI 2.5D liquid-encapsulant patent; formulation controls thermal expansion and elasticity to reduce stress/cracking in larger packages. Eight challenges against its AI encapsulant patents have been rejected. Patent success supports technology positioning but does not establish monopoly or consolidated AI purity.

Issuer evidence · 2026-06-17 · Additional source

Equity value (USD)

$19.07bn

Revenue base (USD)

$8.50bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$3.87bn

Cash (USD)

$2.01bn

Gross / operating margins

27.4% / 7.2%

Net / free-cash-flow margins

4.2% / 6.0%

5-year average return on capital

2.1%

Provider forward revenue CAGR

-0.0%

Provider forward EPS CAGR

93.2%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Real technical relevance, but approximately $19.1bn diversified equity value makes 10x a remote restructuring-and-growth tail.

Expectations risk / first rejection. Diversified chemical businesses offset semiconductor profits, competing materials qualify or leverage/capex absorbs growth.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. Adjacent grid power quality. Power quality equipment can help grid and industrial electrification and eventually hyperscaler projects.

Exposure proof. Q1 FY2026 sales $94.1m, up30%; over$130m orders and over$300m twelve-month backlog. Issuer says orders driven by utility-sector mining developments and traditional energy; no quantified AI orders verified.

Issuer evidence · 2026-08-05 · Additional source

Equity value (USD)

$1.45bn

Revenue base (USD)

$320.9m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-139.8m

Cash (USD)

$143.7m

Gross / operating margins

29.0% / 4.5%

Net / free-cash-flow margins

42.6% / 6.4%

5-year average return on capital

-1.8%

Provider forward revenue CAGR

19.0%

Provider forward EPS CAGR

107.2%

3-month / 1-year price return

-19.1% / -49.4%

Listing price

30.01 USD

Price basis

2026-10-02

Investment verdict. Adjacent grid watchlist only; direct AI attribution unproved.

Expectations risk / first rejection. Mistaking aggregate grid and mining orders for direct AI demand; acquisition integration and profitability.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Adjacent transmission hardware / telecom. More transmission and fiber spending may benefit this small supplier indirectly.

Exposure proof. Nasdaq-listed PLPC designs products for overhead/underground energy and telecommunications networks. Q2 2026 filing available; no quantified AI-specific revenue or contract established in this review.

Issuer evidence · 2026-07-30 · Additional source

Equity value (USD)

$2.05bn

Revenue base (USD)

$740.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-23.8m

Cash (USD)

$76.2m

Gross / operating margins

31.4% / 9.0%

Net / free-cash-flow margins

5.8% / 4.7%

5-year average return on capital

11.5%

Provider forward revenue CAGR

14.5%

Provider forward EPS CAGR

25.5%

3-month / 1-year price return

13.7% / 110.0%

Listing price

419.45 USD

Price basis

2026-10-02

Investment verdict. Adjacent grid universe; insufficient evidence for a direct AI tenbagger case.

Expectations risk / first rejection. General grid/telecom demand does not yield AI-driven profit inflection; cyclicality and competition.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Zinc long-duration storage. Domestic nonflammable storage could benefit grid resilience if unit costs improve dramatically.

Exposure proof. Q2 revenue $68.8m, 80% from Cerberus-financed project later transferred to its own FPUSA JV. Backlog $807m versus $24.6bn opportunity pipeline; gross margin negative 71%. AI-specific revenue not disclosed.

Issuer evidence · 2026-08-05 · Additional source

Equity value (USD)

$1.17bn

Revenue base (USD)

$214.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$335.3m

Cash (USD)

$305.5m

Gross / operating margins

-84.7% / -142.1%

Net / free-cash-flow margins

-246.8% / -196.1%

5-year average return on capital

-202.6%

Provider forward revenue CAGR

124.5%

Provider forward EPS CAGR

-90.1%

3-month / 1-year price return

-38.6% / -74.5%

Listing price

3.21 USD

Price basis

2026-10-02

Investment verdict. Adjacent speculative storage; do not label a proven AI orders beneficiary.

Expectations risk / first rejection. Persistent gross losses, JV-dependent demand, plant ramp, financing and dilution.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Exposure not verified. Theme adjacency requires an issuer-specific product and earnings bridge before advancing.

Exposure proof. Issuer identity and provider financials verified. No sufficiently specific current AI order, revenue or qualification evidence established in this screen.

Primary exposure evidence missing · 2026-10-03

Equity value (USD)

$1.10bn

Revenue base (USD)

$212.5m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$158.0m

Cash (USD)

$54.6m

Gross / operating margins

17.5% / 8.1%

Net / free-cash-flow margins

3.1% / -5.8%

5-year average return on capital

2.7%

Provider forward revenue CAGR

41.4%

Provider forward EPS CAGR

33.6%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Reject from AI buildout tenbagger shortlist: no current attributable AI revenue or orders established.

Expectations risk / first rejection. No material AI business is established.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable.

What the company does and theme role. RF components; excluded. A defense RF growth thesis can stand separately; product similarity alone does not establish AI data-center exposure.

Exposure proof. Q2 2026 revenue $15.1m, backlog $84m. Issuer attributes growth to defense, aerospace, avionics and space. No AI buildout orders verified.

Issuer evidence · 2026-08-12 · Additional source

Equity value (USD)

$335.2m

Revenue base (USD)

$58.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-96.9m

Cash (USD)

$96.2m

Gross / operating margins

44.3% / 18.5%

Net / free-cash-flow margins

16.3% / 16.3%

5-year average return on capital

28.3%

Provider forward revenue CAGR

11.9%

Provider forward EPS CAGR

7.5%

3-month / 1-year price return

-15.3% / 42.2%

Listing price

77.11 USD

Price basis

2026-10-02

Investment verdict. Reject from direct AI tenbagger universe.

Expectations risk / first rejection. No verified AI end-market connection; defense thesis failure is separate.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.

What the company does and theme role. Iron-flow / sodium-ion storage. Storage technology is thematically relevant but lacks a verified AI commercial foundation.

Exposure proof. Only $5.6m unrestricted cash by July 31. NYSE began common-stock delisting proceedings September 24, distinct from July warrant delisting.

Issuer evidence · 2026-09-24 · Additional source

Equity value (USD)

$6.2m

Revenue base (USD)

$-1.2m

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$6.6m

Cash (USD)

$10.8m

Gross / operating margins

2,112.8% / 4,315.3%

Net / free-cash-flow margins

5,612.4% / 3,871.9%

5-year average return on capital

n.a.

Provider forward revenue CAGR

429.0%

Provider forward EPS CAGR

-60.4%

3-month / 1-year price return

n.a. / n.a.

Listing price

Local close unavailable

Price basis

Snapshot retrieved 2026-10-03; exchange close unverified

Investment verdict. Reject core universe: listing and funding risk outweigh unproven AI exposure.

Expectations risk / first rejection. Liquidity crisis, common-stock delisting, dilution and commercialization.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Official plugin lacks this Asian listing; USD financials/valuation from local Fiscal.ai normalized output; local close and recent performance unavailable. NYSE commenced common-stock delisting proceedings on 2026-09-24; provider active flag is stale.

What the company does and theme role. AI lasers and optical switching. More optical links inside and between racks increase laser, switching and module demand.

Exposure proof. FY2026 Q4 revenue $1.006bn, up 109.3% YoY; GAAP operating margin 27.8%. Management reports initial external-light-source module orders and expanding 1.6T/co-packaged-optics engagements. A $7.8bn debt-extinguishment loss makes GAAP net income unrepresentative.

Issuer evidence · 2026-08-11

Equity value (USD)

$100.51bn

Revenue base (USD)

$3.01bn

Revenue basis

Provider revenue snapshot; reporting period unverified

Net debt (USD)

$-1.07bn

Cash (USD)

$2.74bn

Gross / operating margins

44.2% / 17.8%

Net / free-cash-flow margins

-230.1% / 10.0%

5-year average return on capital

-2.9%

Provider forward revenue CAGR

79.2%

Provider forward EPS CAGR

505.2%

3-month / 1-year price return

49.0% / 562.6%

Listing price

1085.42 USD

Price basis

2026-10-02

Investment verdict. Verified direct AI optics exposure. At about $100bn equity value, another 10x would require a trillion-dollar company before dilution.

Expectations risk / first rejection. Demand normalization, competing optics, factory execution and a very large starting valuation.

Next evidence. Verify conversion of product demand into orders, recurring earnings and cash flow.

Data quality. Provider financials retrieved 2026-10-03. Snapshot valuation multiples have no precise pricing timestamp. Price and equity value matched to 2026-10-02 via official Fiscal.ai plugin.