Evaluating only VeriFast’s profile at its peak — without knowing the outcome — the model ranked Competition as the #1 likely cause. That’s exactly how it died.
Key Events Timeline
FOUNDING
FUNDING
MILESTONE
CRISIS
SHUTDOWN
Full Analysis
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Documented cause
VeriFast built AI-powered visual quality inspection for Taiwan's electronics and PCB manufacturers, replacing manual inspection with camera-based defect detection. The platform achieved 99.2% defect detection accuracy and signed 65 manufacturing SME clients. Taiwan's electronics manufacturing sector is dominated by large Foxconn, TSMC, and ASE suppliers that develop proprietary AI inspection systems internally. VeriFast's addressable SME market was finite, and international expansion to Southeast Asian manufacturing required local customization investment that exceeded available capital.
Lesson
“For industrial AI in Taiwan, model the Foxconn/TSMC "build vs. buy" decision: if tier-1 manufacturers always build, the addressable market is only tier-2 SMEs. Size that market realistically before raising VC capital.”
Failure anatomy
Collapse type
Slow Death
🐌 LOW
Hype cycle
Trough
Moat type
Data
Fatal mistake
Taiwanese manufacturing AI TAM too small for VC returns