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Demo Data — MVP
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FabDashboard v0.1 MVP
Data is illustrative only.
Not for investment use.

FabDashboardStrategic Risk Model
⚠Demo Data

Strategic Risk Model

Infrastructure-level exposure analysis across geographic, supplier, technology, and geopolitical dimensions. Exposure scores are modeled estimates — not predictions.

Avg Exposure
69
/ 100

All figures are illustrative estimates only. Sourced from public announcements and analyst reports — approximated for demo purposes. Not for investment, trading, or business decisions.

Critical ≥80
2
risk indicators
Elevated 60–79
5
risk indicators
Moderate 40–59
3
risk indicators

Exposure Matrix

RiskExposure ScoreSeverityTrendConfidence
Taiwan Geographic Concentration
Geographic Concentration
92
Stable
HIGH
CoWoS-L Packaging Dependency
Technology Dependency
84
Stable
HIGH
HBM Supplier Concentration
Supplier Concentration
78
Diversifying
HIGH
TSMC N2/N3 Allocation Risk
Capacity Constraint
74
Deteriorating
MED
China Export Control Escalation
Geopolitical
71
Deteriorating
HIGH
AI Datacenter Power Saturation (US)
Power & Energy
65
Deteriorating
MED
U.S. Advanced Packaging Readiness
Technology Dependency
62
Improving
LOW
Samsung 3nm Yield Risk
Capacity Constraint
58
Improving
MED
CHIPS Act Execution Risk
Regulatory
55
Stable
MED
ABF Substrate Supply Constraint
Supplier Concentration
50
Diversifying
MED

Risk Deep-Dive by Category

Geographic ConcentrationPeak: 92
Taiwan Geographic ConcentrationStable

~92% of sub-5nm global wafer capacity located in Taiwan. No viable alternative source at scale within 5 years. Structural single-point-of-failure for AI chip supply. [est.]

92
exposure
Taiwan TSMC Apple NVIDIA AMD
Mitigation Pathway

TSMC Arizona (N4) ramp underway. N2 Arizona planned. Intel 18A available by ~2026. Full mitigation timeline: 10+ years. [est.]

HIGHSEMI / Analyst Consensus — DEMO est. · 2025-Q1
Technology DependencyPeak: 84
CoWoS-L Packaging DependencyStable

All NVIDIA Hopper/Blackwell and AMD MI300 GPUs require CoWoS-L advanced packaging exclusively from TSMC. No alternative packaging supplier for these configurations at scale. [est.]

84
exposure
Taiwan Global TSMC NVIDIA AMD
Mitigation Pathway

TSMC capacity expanding through Chunan and Kaohsiung. Intel EMIB/Foveros for Intel chips. No third-party CoWoS equivalent. [est.]

HIGHIndustry Reports / TSMC Earnings — DEMO est. · 2025-Q1
U.S. Advanced Packaging ReadinessImproving

U.S. lacks domestic CoWoS-equivalent advanced packaging at scale. AI GPU packaging remains Taiwan-centric. CHIPS Act packaging investments behind schedule. [est.]

62
exposure
United States Amkor SkyWater Intel
Mitigation Pathway

Amkor OSAT Arizona facility in ramp. ASE U.S. investments. Intel Foveros domestic. Full readiness: 3–5 years. [est.]

LOWCHIPS Act Reports / SEMI — DEMO est. · 2025-Q1
Supplier ConcentrationPeak: 78
HBM Supplier ConcentrationDiversifying

SK Hynix supplies ~60% of HBM3e. Samsung and Micron ramping but constrained. NVIDIA H100/H200/B200 all depend on SK Hynix HBM3e. [est.]

78
exposure
South Korea Global SK Hynix NVIDIA AMD Google
Mitigation Pathway

Micron HBM4 ramp planned 2026. Samsung 8hi-stack HBM3 competing. Diversification underway but 2025 remains tight. [est.]

HIGHSK Hynix / Micron Earnings — DEMO est. · 2025-Q1
ABF Substrate Supply ConstraintDiversifying

Ajinomoto Build-up Film (ABF) substrates dominated by Ibiden and Shinko. Critical component for all leading-edge flip-chip packages. Capacity expansion lags demand. [est.]

50
exposure
Japan Ibiden Shinko Intel AMD
Mitigation Pathway

Ibiden and Shinko both investing in capacity. New players (Nanya, Semco) entering market. Easing expected 2025–2026. [est.]

MEDIndustry Analyst Reports — DEMO est. · 2025-Q1
Capacity ConstraintPeak: 74
TSMC N2/N3 Allocation RiskDeteriorating

Apple consumes ~45% of TSMC N3 capacity. NVIDIA Blackwell on N4P. AMD, MediaTek, Qualcomm competing for N2 allocation. Structural over-subscription risk 2025–2026. [est.]

74
exposure
Taiwan TSMC Apple NVIDIA AMD
Mitigation Pathway

TSMC capacity expansion 2025–2027 is the primary mitigation. Customer priority tiers reduce but don't eliminate risk. [est.]

MEDAnalyst Consensus — DEMO est. · 2025-Q1
Samsung 3nm Yield RiskImproving

Samsung 3GAE/3GAP yield rates remain below TSMC N3E benchmarks. Limited external customer adoption. Qualcomm returned to TSMC for Snapdragon 8 Gen 4. [est.]

58
exposure
South Korea Samsung Foundry Qualcomm IBM
Mitigation Pathway

SF2 (2nm-class) in development. Samsung investing heavily in process improvement. Timeline to TSMC parity: 2–3 years. [est.]

MEDAnalyst Reports — DEMO est. · 2025-Q1
GeopoliticalPeak: 71
China Export Control EscalationDeteriorating

U.S./allied export controls on advanced chips (A100/H100/H800 equiv.) to China. China represents ~15–25% of global semiconductor market. Bifurcation of global AI supply chains. [est.]

71
exposure
China Taiwan United States NVIDIA AMD Intel TSMC
Mitigation Pathway

NVIDIA China-specific SKUs (H20). SMIC domestic ramp ongoing. ASML equipment controls tightening. [est.]

HIGHBIS / U.S. Commerce — DEMO est. · 2025-Q1
Power & EnergyPeak: 65
AI Datacenter Power Saturation (US)Deteriorating

Northern Virginia, Texas, and PNW datacenter markets approaching grid capacity limits. Power availability becoming primary constraint on new AI cluster buildout. [est.]

65
exposure
United States Microsoft Azure Amazon AWS Google Cloud Meta
Mitigation Pathway

Nuclear partnerships (Constellation/Microsoft), gas peakers, DG Solar deployment. Build timelines extending 18–36 months. [est.]

MEDIEA / Industry Reports — DEMO est. · 2025-Q1
RegulatoryPeak: 55
CHIPS Act Execution RiskStable

U.S. CHIPS Act domestic fab construction depends on skilled workforce pipeline, equipment lead times, and permitting. Execution risk high — timelines may slip. [est.]

55
exposure
United States TSMC Arizona Intel Samsung Micron
Mitigation Pathway

DOC disbursing grants. Construction underway at TSMC Arizona. Intel 18A ramp dependent on technology readiness. [est.]

MEDU.S. Commerce Dept / Industry — DEMO est. · 2025-Q1