Sector — Financial Services
AI for Financial Services.
Turn transaction, risk and client history into faster decisions, sharper risk calls and less manual review. Built for lenders, insurers, brokers and advisers.
AI in Data
Your dormant data: transaction histories, applications, risk and claims records, client files and communications. The payoff: faster decisions, sharper risk, less manual review.
Financial services is data rich and decision heavy. Lenders, insurers and advisers hold years of transactions, applications, claims and client communications, much of it locked in legacy systems and worked by hand under real compliance pressure.
AI lands first where decisions are slow and reviews are manual. Reading the statement, the application and the policy so a person does not have to. Surfacing the risk or the anomaly that deserves a closer look. Putting a recommendation, with its reasoning, in front of the team.
In a regulated industry, the bar is explainability and control. Every output cited, a human always deciding, data isolated and owned. That is exactly how we build.
Where AI lands first.
Three to four AI opportunities specific to financial services. We start with the one most ready for production.
Document intelligence
Statements, applications and KYC
Read statements, applications and onboarding documents, extract the structured facts and put them in front of a person to confirm. Hours of manual review become minutes.
Risk and fraud
Anomaly and risk signals
Patterns across your own history flag the application, claim or transaction that needs a closer look, with the reasoning attached. No black box.
Recommendation
Explainable matching
Match a client to the right product or provider with a recommendation that cites their own facts in plain language. The same engine behind Provis.
Operations
Back-office workflow agents
Agents that handle the routine review and data entry, route the exceptions to a human, and keep an audited trail throughout.
Why us, for Financial Services.
We build for trust as a feature. Every recommendation is explainable and cited, a human always decides, and tenant data is isolated at the app, database and storage layers. Provis, our provider-matching platform, runs on exactly these principles in production.
And we ship production systems your team can own and your auditors can follow. Not a model in a notebook, a working system with an audited trail.