Thermis

Supply chains of the AI and semiconductor trade, tie by tie

Research preview · records as of 2026-09-28

Drag to pan, scroll to zoom, click a group to open it, a tie for its records, a company for its ties.

Colour shows the relationship, the line its evidence: solid documented, dashed reported, dotted inferred, faint with ? a hypothesis. Square corners are listed companies, round ones private; a red dashed box is a gap. Full legend below the map.

Supply chains of the AI and semiconductor trade, by stage59 companies in six stages left to right, from materials to customers and operators, joined by 73 ties, each tie coloured by its relationship and drawn by its evidence. The text version below lists the same.MaterialsFabricationChips and componentsModules and assemblySystems and equipmentCustomers and operatorsFabrication · compute · 3 companiescompute · 3Chips and components · compute · 2 companiescompute · 2Customers and operators · compute · 4 companiescompute · 4Fabrication · custom silicon · 1 companycustom silicon · 1Chips and components · custom silicon · 1 companycustom silicon · 1Customers and operators · custom silicon · 1 companycustom silicon · 1Chips and components · memory · 1 companymemory · 1Modules and assembly · memory · 2 companiesmemory · 2Materials · networking · 2 companiesnetworking · 2Chips and components · networking · 5 companiesnetworking · 5Modules and assembly · networking · 7 companiesnetworking · 7Systems and equipment · networking · 2 companiesnetworking · 2Modules and assembly · systems · 3 companiessystems · 3Systems and equipment · systems · 2 companiessystems · 2Customers and operators · systems · 1 companysystems · 1Materials · power · 6 companiespower · 6Fabrication · power · 0 companiespower · a gapChips and components · power · 4 companiespower · 4Systems and equipment · power · 3 companiespower · 3Customers and operators · power · 8 companiespower · 8Customers and operators · other · 1 companyother · 1Marvell Technology → Zhongji Innolight · Customer (buys DSP chips; vendor unnamed) · inferred · current 2026-09-07Marvell Technology → Eoptolink Technology · Customer (buys DSP chips; vendor unnamed) · inferred · current 2026-09-07Marvell Technology → Accelink Technologies · Customer (buys DSP chips; vendor unnamed) · inferred · current 2026-09-07Marvell Technology → HG Technology (华工正源) · Customer (buys DSP chips; vendor unnamed) · inferred · current 2026-09-07Marvell Technology → CIG Shanghai · Customer (buys DSP chips; vendor unnamed) · inferred · current 2026-09-07Tongfu Microelectronics → AMD · Manufactures for (advanced packaging and test) · documented · current 2026-06-27Victory Giant Technology → NVIDIA · Supplies components (high-layer AI server boards) · inferred · current 2026-03-18WUS Printed Circuit → NVIDIA · Supplies components (AI server and switch boards) · inferred · current 2026-06-30NVIDIA → Hon Hai Precision · Supplies components (GPUs and rack designs for assembly) · inferred · current 2026-08-31NVIDIA → Quanta Computer · Supplies components (GPUs and rack designs for assembly) · inferred · current 2026-08-31Micron Technology → Biwin Storage · Supplies components (memory wafers) · inferred · period not statedMicron Technology → Longsys · Supplies components (memory wafers) · inferred · last documented 2025-11-04Megmeet → NVIDIA · Supplies components (AI server power) · documented · last documented 2025-04-29Bloom Energy → American Electric Power · Customer (fuel-cell procurement agreement) · documented · current 2026-02-12Bloom Energy → Oracle · Deployment partner (fuel cells at Oracle data centres) · documented · current 2026-01-01Bloom Energy → Equinix · Customer (fuel cells at Equinix data centres) · documented · last documented 2025-08-14Bloom Energy → Korea Southern Power · Downstream user (electrolyser project through SK ecoplant) · documented · last documented 2023-12-27Bloom Energy → SK ecoplant · Distribution partner (South Korea) · documented · current 2026-02-09Bloom Energy → SK eternix · Distribution partner (South Korea) · documented · current 2026-02-09Bloom Energy → Brookfield Asset Management · Financing partner (deployment framework) · documented · current 2026-08-06Bloom Energy → Baker Hughes · Collaboration partner (power and hydrogen) · documented · historical 2021-05-05Hunan Oriental Scandium → Bloom Energy · Supplies materials (scandium oxide) · reported · historical 2026-08-05Daiichi Kigenso Kagaku Kogyo → Bloom Energy · Supplies materials (zirconia powder) · reported · period not stated 2026-07-08AMD → OpenAI · Supplies components (Instinct GPUs, a 6 GW agreement) · documented · current 2025-10-06NVIDIA → OpenAI · Supplies components (systems, a 10 GW letter of intent) · documented · last documented 2025-09-22Broadcom → OpenAI · Supplies components (custom accelerators) · documented · current 2025-10-13Marvell Technology → Amazon · Customer (five-year multi-generational agreement) · documented · current 2024-12-02Broadcom → Apple · Supplies components (radio-frequency parts) · documented · last documented 2023-05-23AMD → Meta Platforms · Supplies components (Instinct GPUs, up to 6 GW) · documented · current 2026-02-24NVIDIA → Meta Platforms · Supplies components (H100 GPUs) · documented · last documented 2024-03-12NVIDIA → Microsoft · Supplies components (GPUs for Azure) · documented · current 2025-11-18AMD → Microsoft · Supplies components (GPUs for Azure) · documented · last documented 2023-12-06NVIDIA → Amazon · Supplies components (GPUs, 2 million more in 2027-2028) · documented · current 2026-08-26NVIDIA → Alphabet · Supplies components (GPUs for Google Cloud) · documented · last documented 2025-01-31Oracle → OpenAI · Downstream user (cloud capacity from Oracle) · documented · last documented 2025-07-22Microsoft → OpenAI · Partner (Azure capacity and investment) · documented · current 2026-07-29TSMC → NVIDIA · Manufactures for (advanced-node wafers and packaging) · documented · current 2026-02-25TSMC → AMD · Manufactures for (advanced-node wafers) · documented · current 2026-02-04TSMC → Broadcom · Manufactures for (advanced-node wafers) · documented · current 2025-12-18TSMC → Microsoft · Manufactures for (Maia 200 chips on 3nm) · documented · current 2026-01-26Chaozhou Three-Circle → Bloom Energy · Manufactures components (ceramic separator sheets) · inferred · current 2026-04-17DKK's Chinese partner → Daiichi Kigenso Kagaku Kogyo · Scandium oxide · documented · period not statedKV Materials → Amosense · Electrolyte raw materials · reported · period not statedAmosense → Bloom Energy · Electrolyte substrates · reported · period not statedLumentum → Zhongji Innolight · Possible supplier to Innolight (lasers) · hypothesis, not on record?Lumentum → Eoptolink Technology · Possible supplier to Eoptolink (lasers) · hypothesis, not on record?Coherent → Zhongji Innolight · Possible supplier to Innolight (laser and optical parts) · hypothesis, not on record?MACOM → Zhongji Innolight · Possible supplier to Innolight (amplifier and driver chips) · hypothesis, not on record?Credo → CIG Shanghai · Possible second DSP source for CIG Shanghai · hypothesis, not on record?Sumitomo Metal Mining → Bloom Energy · Possible supplier of materials (scandium oxide) · hypothesis, not on record?Rio Tinto → Bloom Energy · Possible supplier of materials (scandium oxide) · hypothesis, not on record?Broadcom → Alphabet · TPU custom silicon · hypothesis, not on record?Broadcom → Meta Platforms · MTIA custom silicon · hypothesis, not on record?NVIDIA → Tesla · NVIDIA GPUs for training clusters · hypothesis, not on record?AMD → Tesla · AMD processors in vehicle infotainment · hypothesis, not on record?Marvell Technology → Microsoft · Possible customer (custom silicon) · hypothesis, not on record?Credo → Amazon · active electrical cables for AI clusters · hypothesis, not on record?Credo → Meta Platforms · active electrical cables for AI clusters · hypothesis, not on record?Dell Technologies → Microsoft · AI servers · hypothesis, not on record?Super Micro Computer → Microsoft · AI servers · hypothesis, not on record?TSMC → Marvell Technology · Possible foundry supplier (wafers) · hypothesis, not on record?TSMC → Apple · advanced-node wafers for Apple silicon · hypothesis, not on record?TSMC → Tesla · FSD and AI chips · hypothesis, not on record?Zhongji Innolight → Coherent · Competitor of Innolight (datacom transceivers) · inferredEoptolink Technology → Applied Optoelectronics · 400G/800G transceivers for hyperscalers · not gradedZTE → Ciena · Coherent optical transport (800G ZR/ZR+, DCI) sold to the same carriers and hyperscalers · not gradedZhongji Innolight → Fabrinet · 800G/1.6T transceiver manufacturing for the same demand (contract manufacturing against in-house Thai plants) · not gradedYangtze Optical Fibre and Cable (长飞光纤) → Corning · Optical fiber and data-center cable · not gradedAccelink Technologies → Coherent · Competitor of Accelink (optical components) · inferredWiwynn → Super Micro Computer · AI servers and racks for the same hyperscalers · not gradedQuanta Computer → Dell Technologies · AI servers for enterprises and hyperscalers (branded versus ODM) · not gradedEnvicool → Vertiv · Liquid-cooling distribution units and thermal management for AI data centers · not gradedBloom Energy → FuelCell Energy · Competitor (stationary fuel cells) · inferredAccelink Technologies · 002281.SZ (SZSE) · China · Modules and assembly, networking · listedAccelink Technologies002281.SZ (SZSE) · ChinaAccelink Tech…Alphabet · GOOGL (Nasdaq) · United States · Customers and operators, compute · listedAlphabetGOOGL (Nasdaq) · United StatesAlphabetAmazon · AMZN (Nasdaq) · United States · Customers and operators, custom silicon · listedAmazonAMZN (Nasdaq) · United StatesAmazonAMD · AMD (Nasdaq) · United States · Chips and components, compute · listedAMDAMD (Nasdaq) · United StatesAMDAmerican Electric Power · AEP (Nasdaq) · United States · Customers and operators, power · listedAmerican Electric PowerAEP (Nasdaq) · United StatesAmerican Elec…Amosense · private · South Korea · Electrolyte substrates · privateAmosenseprivate · South KoreaAmosenseApple · AAPL (Nasdaq) · United States · Customers and operators, other · listedAppleAAPL (Nasdaq) · United StatesAppleApplied Optoelectronics · AAOI (Nasdaq) · United States · Modules and assembly, networking · listedApplied OptoelectronicsAAOI (Nasdaq) · United StatesApplied Optoe…Baker Hughes · BKR (Nasdaq) · United States · Customers and operators, power · listedBaker HughesBKR (Nasdaq) · United StatesBaker HughesBiwin Storage · 688525.SH (SSE) · China · Modules and assembly, memory · listedBiwin Storage688525.SH (SSE) · ChinaBiwin StorageBloom Energy · BE (NYSE) · United States · Systems and equipment, power · listedBloom EnergyBE (NYSE) · United StatesBloom EnergyBroadcom · AVGO (Nasdaq) · United States · Chips and components, custom silicon · listedBroadcomAVGO (Nasdaq) · United StatesBroadcomBrookfield Asset Management · BAM (NYSE) · United States · Customers and operators, power · listedBrookfield Asset ManagementBAM (NYSE) · United StatesBrookfield As…Chaozhou Three-Circle · 300408.SZ (SZSE) · China · Chips and components, power · listedChaozhou Three-Circle300408.SZ (SZSE) · ChinaChaozhou Thre…Ciena · CIEN (NYSE) · United States · Systems and equipment, networking · listedCienaCIEN (NYSE) · United StatesCienaCIG Shanghai · 603083.SH (SSE) · China · Modules and assembly, networking · listedCIG Shanghai603083.SH (SSE) · ChinaCIG ShanghaiCoherent · COHR (NYSE) · United States · Chips and components, networking · listedCoherentCOHR (NYSE) · United StatesCoherentCorning · GLW (NYSE) · United States · Materials, networking · listedCorningGLW (NYSE) · United StatesCorningCredo · CRDO (Nasdaq) · United States · Chips and components, networking · listedCredoCRDO (Nasdaq) · United StatesCredoDaiichi Kigenso Kagaku Kogyo · 4082 (TSE) · Japan · Materials, power · listedDaiichi Kigenso Kagaku Kogyo4082 (TSE) · JapanDaiichi Kigen…Dell Technologies · DELL (NYSE) · United States · Systems and equipment, systems · listedDell TechnologiesDELL (NYSE) · United StatesDell Technolo…DKK's Chinese partner · private · China · Zirconium and scandium producer · privateDKK's Chinese partnerprivate · ChinaDKK's Chinese…Envicool · 002837.SZ (SZSE) · China · Chips and components, power · listedEnvicool002837.SZ (SZSE) · ChinaEnvicoolEoptolink Technology · 300502.SZ (SZSE) · China · Modules and assembly, networking · listedEoptolink Technology300502.SZ (SZSE) · ChinaEoptolink Tec…Equinix · EQIX (Nasdaq) · United States · Customers and operators, power · listedEquinixEQIX (Nasdaq) · United StatesEquinixFabrinet · FN (NYSE) · United States · Modules and assembly, networking · listedFabrinetFN (NYSE) · United StatesFabrinetFuelCell Energy · FCEL (Nasdaq) · United States · Systems and equipment, power · listedFuelCell EnergyFCEL (Nasdaq) · United StatesFuelCell Ener…HG Technology (华工正源) · 000988.SZ (SZSE) · China · Modules and assembly, networking · listedHG Technology (华工正源)000988.SZ (SZSE) · ChinaHG Technology…Hon Hai Precision · 2317.TW (TWSE) · Taiwan · Modules and assembly, systems · listedHon Hai Precision2317.TW (TWSE) · TaiwanHon Hai Preci…Hunan Oriental Scandium · private · China · Materials, power · privateHunan Oriental Scandiumprivate · ChinaHunan Orienta…Korea Southern Power · private · South Korea · Customers and operators, power · privateKorea Southern Powerprivate · South KoreaKorea Souther…KV Materials · private · South Korea · Electrolyte raw materials · privateKV Materialsprivate · South KoreaKV MaterialsLongsys · 301308.SZ (SZSE) · China · Modules and assembly, memory · listedLongsys301308.SZ (SZSE) · ChinaLongsysLumentum · LITE (Nasdaq) · United States · Chips and components, networking · listedLumentumLITE (Nasdaq) · United StatesLumentumMACOM · MTSI (Nasdaq) · United States · Chips and components, networking · listedMACOMMTSI (Nasdaq) · United StatesMACOMMarvell Technology · MRVL (Nasdaq) · United States · Chips and components, networking · listedMarvell TechnologyMRVL (Nasdaq) · United StatesMarvell Techn…Megmeet · 002851.SZ (SZSE) · China · Chips and components, power · listedMegmeet002851.SZ (SZSE) · ChinaMegmeetMeta Platforms · META (Nasdaq) · United States · Customers and operators, compute · listedMeta PlatformsMETA (Nasdaq) · United StatesMeta PlatformsMicron Technology · MU (Nasdaq) · United States · Chips and components, memory · listedMicron TechnologyMU (Nasdaq) · United StatesMicron Techno…Microsoft · MSFT (Nasdaq) · United States · Customers and operators, systems · listedMicrosoftMSFT (Nasdaq) · United StatesMicrosoftNVIDIA · NVDA (Nasdaq) · United States · Chips and components, compute · listedNVIDIANVDA (Nasdaq) · United StatesNVIDIAOpenAI · private · United States · Customers and operators, compute · privateOpenAIprivate · United StatesOpenAIOracle · ORCL (NYSE) · United States · Customers and operators, power · listedOracleORCL (NYSE) · United StatesOracleQuanta Computer · 2382.TW (TWSE) · Taiwan · Modules and assembly, systems · listedQuanta Computer2382.TW (TWSE) · TaiwanQuanta Comput…Rio Tinto · RIO (NYSE) · Canada · Materials, power · listedRio TintoRIO (NYSE) · CanadaRio TintoSK ecoplant · private · South Korea · Customers and operators, power · privateSK ecoplantprivate · South KoreaSK ecoplantSK eternix · private · South Korea · Customers and operators, power · privateSK eternixprivate · South KoreaSK eternixSumitomo Metal Mining · 5713 (TSE) · Japan · Materials, power · listedSumitomo Metal Mining5713 (TSE) · JapanSumitomo Meta…Super Micro Computer · SMCI (Nasdaq) · United States · Systems and equipment, systems · listedSuper Micro ComputerSMCI (Nasdaq) · United StatesSuper Micro C…Tesla · TSLA (Nasdaq) · United States · Customers and operators, compute · listedTeslaTSLA (Nasdaq) · United StatesTeslaTongfu Microelectronics · 002156.SZ (SZSE) · China · Fabrication, custom silicon · listedTongfu Microelectronics002156.SZ (SZSE) · ChinaTongfu Microe…TSMC · TSM (NYSE (ADR); TWSE 2330) · Taiwan · Fabrication, compute · listedTSMCTSM (NYSE (ADR); TWSE 2330) · TaiwanTSMCVertiv · VRT (NYSE) · United States · Systems and equipment, power · listedVertivVRT (NYSE) · United StatesVertivVictory Giant Technology · 300476.SZ (SZSE) · China · Fabrication, compute · listedVictory Giant Technology300476.SZ (SZSE) · ChinaVictory Giant…Wiwynn · 6669.TW (TWSE) · Taiwan · Modules and assembly, systems · listedWiwynn6669.TW (TWSE) · TaiwanWiwynnWUS Printed Circuit · 002463.SZ (SZSE) · China · Fabrication, compute · listedWUS Printed Circuit002463.SZ (SZSE) · ChinaWUS Printed C…Yangtze Optical Fibre and Cable (长飞光纤) · 601869.SH (SSE) · China · Materials, networking · listedYangtze Optical Fibre and Cable (长飞光纤)601869.SH (SSE) · ChinaYangtze Optic…Zhongji Innolight · 300308.SZ (SZSE) · China · Modules and assembly, networking · listedZhongji Innolight300308.SZ (SZSE) · ChinaZhongji Innol…ZTE · 000063.SZ (SZSE) · China · Systems and equipment, networking · listedZTE000063.SZ (SZSE) · ChinaZTEA gap: Where DKK's scandium for Bloom-bound powder comes from, beyond the 2023 purchase. No record names this source.Gap · DKK's other scandiumno record names the sourceGapA gap upstream of Daiichi Kigenso Kagaku Kogyo: DKK's other scandiumA gap: Who supplies the powder and scandium in the separator sheets. No record names this source.Gap · The sheets' powderno record names the sourceGapA gap upstream of Chaozhou Three-Circle: The sheets' powderA gap: Where the scandium KV Materials buys comes from. No record names this source.Gap · KV Materials' scandiumno record names the sourceGapA gap upstream of KV Materials: KV Materials' scandium

Relationship, by colour

Evidence, by line

Companies

The map as text

Every company by stage and segment, each with the ties it supplies, and what each tie rests on.

Materials

networking · 2

power · 6

Fabrication

compute · 3

custom silicon · 1

Chips and components

compute · 2

custom silicon · 1

memory · 1

networking · 5

power · 4

Modules and assembly

memory · 2

networking · 7

systems · 3

Systems and equipment

networking · 2

systems · 2

power · 3

Customers and operators

compute · 4

custom silicon · 1

systems · 1

power · 8

other · 1

Gaps