← All case studies
[ Financial services · Arca Capital Partners ]
Real-time risk arbitrage recovers $4.2M annually
An AI-driven decision layer that scores intraday portfolio risk and automates dispute resolution on a proprietary ledger.
- Recovered per year
- $4.2M
- Time to live
- 10 weeks to deployment
- Engagement
- Rent-performance SaaS
The challenge
Arca's operations team was manually reconciling thousands of intraday exceptions and losing basis points on delayed risk decisions.
Our approach
We built a bespoke risk scoring model trained on Arca's ledger history, wrapped it in a review UI for their analysts, and deployed it as a rented platform tied to a performance floor.
The outcome
- $4.2M annually recovered from previously written-off exceptions
- 94% of exceptions resolved without human touch
- 8x faster intraday risk decisioning