Engagements that justify the studio.
Selected engagements where the cost of failure was non-trivial. Each anonymized to the extent the NDA permits. Open any case for stakes, approach, outcome, and the evidence we can show.
Hide Nothing
Cattle-claim insurance, biometric identity
INSURANCE · AGRITECH
CV-driven cattle identification + automated claim filing, fraudulent claims caught at intake.
Cold Trail
Federated claims lineage across legacy stack
PUBLIC SECTOR
End-to-end traceability for 4M+ claims · audit cycle compressed from 6 weeks to 4 days.
Aisle 19
Hierarchical demand forecasting, long-tail SKUs
RETAIL
−18% inventory holding · forecast variance halved on long-tail SKUs.
Need to Know
ABAC-gated RAG for an internal knowledge fabric
PLATFORM · DEVOPS
Self-hosted RAG across runbooks, postmortems, API docs, contracts, financials. Zero leak budget, immutable audit trail, persona-gated retrieval.