Case studies
Case studies
Real engagements, real results. Names anonymized when required by NDA.
Financial Services12 weeks
Cutting policy lookup time by 73% at a regional bank
How we built a grounded RAG copilot for compliance and operations teams that handles 14,000 internal queries per month.
Outcome
- 73% reduction in average policy lookup time
- 14,000 queries / month, 98% citation precision
- Deployed inside the bank's VPC with zero data egress
Fintech9 months
From three engineers to a Series A engineering org
Embedded as Fractional CTO for an Indonesian fintech for 9 months, we set the architecture, hired the team, and shipped the roadmap that closed the round.
Outcome
- Engineering org grew from 3 to 14 in 9 months
- Migrated monolith to event-driven services without an outage
- Closed Series A on the back of a stable roadmap
Public Sector6 months
Building a national risk-management platform
Architecture, delivery, and operations of a multi-region risk management platform deployed for a national agency.
Outcome
- Single platform replacing 4 spreadsheets and 2 legacy apps
- 200+ regional offices onboarded in 12 weeks
- Achieved 99.95% uptime in the first quarter of operation
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