Vertical AI for finance & risk
Grounded document review for underwriting and claims
Reviewers get a recommendation where every statement links back to the page it came from.
- Status
- ● Live in production
- Client
- Private
- Practice
- Engineering
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The problem
Underwriting and claims reviews run across large, unstructured, multi-file records. Reviewers needed speed without losing traceability, and the final decision had to stay with a person.
What we built
- A
Source-linked extraction from multi-file records, so every fact carries a reference to its page.
- B
Cross-document reasoning that produces a reviewable recommendation, with a person accountable for the decision.
- C
Deployment into the client's own cloud environment, scaling for parallel workload spikes.
Stack
- Multimodal LLMs
- Grounded reasoning
- Client-cloud deployment
- Evaluation benchmark
Designed and built by our senior engineers. The architects you'd meet on a first call are the people who built this.
Client names stay private. Every system here is real and in production, and we're glad to walk you through the ones relevant to you on a call.
Office hours
Working on something similar?
Your first call is with a senior lead who will own the work. Send a few lines about the product and what's hard about it.
- Your point of contact
- Vidit Galav, Director
- Follow
- Delivery
- Our team works across US, European, APAC and Middle East hours.