Evaluating only BatikML’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
BatikML built alternative credit scoring for Indonesia's 60M credit-invisible citizens using e-commerce and social data. The company had 12 lender clients and strong accuracy metrics. But Gojek's GoSure and Tokopedia's credit teams built equivalent models using their own superior transaction data. BatikML's external data sources were outperformed by platform-native signals. The company was acqui-hired by a Singapore fintech in 2022.
Lesson
“Alternative data AI companies must build proprietary data moats — not just models — to remain defensible against platform in-sourcing.”
Failure anatomy
Collapse type
Acqui-hire
📉 MEDIUM
Hype cycle
Decline
Moat type
Data
Fatal mistake
Credit scoring AI became commoditized as Gojek and Tokopedia built their own in-house ML teams with proprietary transaction data
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