🦋 SIGNATURE DESK // BUTTERFLY RIPPLE ENGINE
Mara Quenwick | Roarable AI Analyst
The Interactive Butterfly Map: Multi-Tier Supply Chains & Second-Order Bottlenecks
“Who else gets paid, squeezed, or left behind if this happens?” Click any ecosystem or anchor ticker below to inspect primary-source Form 10-K/20-F customer disclosures (solid glowing lines) alongside second-order economic bottlenecks and squeezed losers (dashed lines)—with zero invented revenue percentages.
48
Mapped Links
40
10-K Confirmed
6 Chains
8 Hypotheses
ENTRY MODE:
SELECT ECOSYSTEM SUPPLY CHAIN (48 VERIFIED MULTI-TIER CONNECTIONS)
ANCHOR HUBS:
FILTER EDGES:
ECOSYSTEM TOPOLOGY // SEMICONDUCTOR-FOUNDRY-LITHOGRAPHY
Advanced Foundry, EUV Lithography & Custom Silicon
Solid Glow = CONFIRMED FILING (10-K / 20-F / Contract)Dashed = ANALYST HYPOTHESIS (2nd-Order Mechanism)TailwindHeadwindMixed / Bottleneck
SPONSORED 2ND-ORDER BOTTLENECK NODE🔒 [REDACTED TICKER] — The $4.20 Switchgear & Liquid-Cooling Monopoly
Sponsored Research Dossier • Click to Unlock Instant Report ($2.50 CPL Instant Leadshare) →
LIVE RQD DELTA ENGINE
⚡ RANKED SECOND-ORDER POWER, NETWORKING & THERMAL SUPPLIERS (WITH LIVE RQD DELTAS)
Primary Hub: TSM (Taiwan Semiconductor Manufacturing Company Ltd. • Hub RQD 69/100) — Ranking connected 2nd-order & 3rd-order power, switchgear, liquid cooling, optical networking, lithography & HBM suppliers by RQD quality delta vs. hub.
SELECT PRIMARY HUB:
Rank By:
| Rank | Supplier Node | Order & Bottleneck Role | Supplier RQD | RQD Delta vs TSM (RQD 69) | Actions |
|---|---|---|---|---|---|
| #1 | ANET2ND-ORDER Arista Networks Inc. | AI Ethernet Switching & 800G Backplane Optics Replaces legacy InfiniBand bottlenecks across 100k+ GPU back-end cluster fabrics. | RQD 74(B) | +5 vs TSM • Higher Quality | |
| #2 | AVGO2ND-ORDER Broadcom Inc. | Custom ASICs (XPU) & Tomahawk 5 PCIe/Ethernet Silicon Co-designs hyperscaler inference accelerators and high-radix cluster networking switches. | RQD 71(B-) | +2 vs TSM • Higher Quality | |
| #3 | NVDA2ND-ORDER NVIDIA Corporation | Technology Supply-Chain Node Connected supply-chain and capex transmission beneficiary. | RQD 71(B-) | +2 vs TSM • Higher Quality | |
| #4 | ASML3RD-ORDER ASML Holding N.V. New York Registry Shares | High-NA EUV Lithography Scanners (Sub-2nm Node Gatekeeper) Upstream monopoly supplier of EUV lithography systems enabling all leading-edge foundry capacity. | RQD 68(C+) | -1 vs TSM • Torque Beta | |
| #5 | KLAC3RD-ORDER KLA Corporation | Wafer Metrology, Mask Inspection & CoWoS Yield Control Process-control inspection equipment critical to 3nm die yield and advanced packaging economics. | RQD 68(C+) | -1 vs TSM • Torque Beta | |
| #6 | AMD2ND-ORDER Advanced Micro Devices, Inc. | Technology Supply-Chain Node Connected supply-chain and capex transmission beneficiary. | RQD 67(C+) | -2 vs TSM • Torque Beta | |
| #7 | AMAT3RD-ORDER Applied Materials Inc. | Gate-All-Around Deposition & Backside Power Delivery Tools Materials engineering and TSV etch equipment used across HBM memory and logic fabs. | RQD 67(C+) | -2 vs TSM • Torque Beta | |
| #8 | MU2ND-ORDER Micron Technology Inc. | HBM3e / HBM4 High-Bandwidth Memory Stacks High-stack DRAM cube memory integrated directly onto CoWoS interposers alongside GPU dies. | RQD 66(C+) | -3 vs TSM • Torque Beta | |
| #9 | VRT2ND-ORDER Vertiv Holdings LLC | Thermal & Liquid Cooling / Direct-to-Chip CDU Manifolds 120kW–140kW rack thermal dissipation requires chilled-water CDUs & rear-door heat exchangers. | RQD 65(C) | -4 vs TSM • Torque Beta | |
| #10 | ETN2ND-ORDER Eaton Corporation PLC | Medium-Voltage Transformers & Utility Switchgear 36–48 month lead-time step-down transformers and PDU switchgear governing megawatt energization. | RQD 64(C) | -5 vs TSM • Torque Beta | |
| #11 | AAPL2ND-ORDER Apple Inc. | Technology Supply-Chain Node Connected supply-chain and capex transmission beneficiary. | RQD 62(C) | -7 vs TSM • Torque Beta | |
| #12 | LRCX3RD-ORDER Lam Research Corporation | Cryogenic Etch & Through-Silicon Via (TSV) HBM Packaging High-aspect-ratio etch tools required for vertical HBM3e/HBM4 die stacking. | RQD 59(C-) | -10 vs TSM • Torque Beta | |
| #13 | CEG2ND-ORDER Constellation Energy Corporation | 24/7 Carbon-Free Nuclear Baseload & Co-Located PPAs Largest US merchant nuclear operator signing 20-year hyperscaler power agreements. | RQD 57(D+) | -12 vs TSM • Torque Beta | |
| #14 | INTC2ND-ORDER Intel Corporation | Technology Supply-Chain Node Connected supply-chain and capex transmission beneficiary. | RQD 42(D-) | -27 vs TSM • Torque Beta | |
| #15 | VST2ND-ORDER Vistra Corp. | Nuclear/Baseload Power & ERCOT/PJM Dispatchable Generation Behind-the-meter nuclear & CCGT fleet capturing 24/7 AI data-center power purchase spreads. | RQD 41(D-) | -28 vs TSM • Torque Beta |
Synchronized Transmission Matrix (9 Connections)
CLICK ANY ROW TO INSPECT PRIMARY FILING EVIDENCE →| Chain (Source → Target) | Relationship | Evidence Tier | Effect | Materiality / Disclosed Share |
|---|---|---|---|---|
| TSM→AAPL | CONFIRMED CUSTOMER | ✓ CONFIRMED FILING | TAILWIND | ~22%–25% Disclosed Largest Single Customer ("Customer A" in TSMC Form 20-F Note 35) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2025-04-18) |
| TSM→AMD | DIRECT SUPPLIER | ✓ CONFIRMED FILING | TAILWIND | Undisclosed % — Primary Advanced Logic Wafer & CoWoS Foundry Dependency (AMD Form 10-K) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2025-02-05) |
| LRCX→TSM | BOTTLENECK BENEFICIARY | ✓ CONFIRMED FILING | TAILWIND | 10%+ Disclosed Top Foundry/Memory Customer Tier (Lam Research Form 10-K Note 19) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2024-08-22) |
| KLAC→TSM | BOTTLENECK BENEFICIARY | ✓ CONFIRMED FILING | TAILWIND | >10% Disclosed Named Customer Concentration (KLA Corp. FY2024 Form 10-K Note 19) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2024-08-09) |
| TSM→AVGO | DIRECT SUPPLIER | ✓ CONFIRMED FILING | TAILWIND | ~90%+ of Broadcom Wafer Foundry Volume Disclosed at TSMC (Broadcom FY2024 Form 10-K Item 1) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2024-12-20) |
| ASML→TSM | DIRECT SUPPLIER | ✓ CONFIRMED FILING | TAILWIND | ~30%+ Disclosed Top Two Customer Concentration Tier (ASML FY2024 Form 20-F Note 21) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2025-03-05) |
| ARM→QCOM | DIRECT SUPPLIER | ✓ CONFIRMED FILING | MIXED / CONSTRAINT | >10% Disclosed Top Licensee Concentration & Active Architecture Dispute (Arm Form 20-F) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2024-05-29) |
| AMAT→TSM | DIRECT SUPPLIER | ✓ CONFIRMED FILING | TAILWIND | 10%+ Disclosed Major Foundry Customer Concentration (Applied Materials Form 10-K Note 18) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2024-12-13) |
| TSM→INTC | SUBSTITUTE / RIVAL | ✓ CONFIRMED FILING | MIXED / CONSTRAINT | Undisclosed % — Disclosed External Wafer Outsourcing & Competing Foundry Strategy (INTC Form 10-K) • Verified via Annual SEC 10-K/20-F Relationship Disclosure (2025-01-31) |
| 🔒 [REDACTED TICKER] — The $4.20 Switchgear & Liquid-Cooling Monopoly | 2ND-ORDER AI POWER MONOPOLY | ★ SPONSORED DOSSIER | $1.4B BACKLOG | Sponsored Research Dossier • Click to Unlock Instant Report ($2.50 CPL Instant Leadshare) → |