AI forInsuranceand Actuaries
Reserving, pricing and claims models built by actuaries who write the code. Statistically defensible, regulator-ready, and fitted to the portfolio you actually underwrite.
AI Consultation
No two portfolios are alike, so we don't sell a product. We work with your team to find where AI genuinely earns its place in your reserving, pricing and claims workflows.
Looking for inspiration? Check out our Autonomous AI Hedge Fund to see a real-world example of what our models can achieve.
Our Services
Built for Insurance & Actuarial Professionals
Pick a service to see what it does. Purpose-built models, not off-the-shelf software repurposed for insurance.
Stochastic & deterministic
Illustrative dataAdvanced Reserving
Beyond the chain ladder: a full range of outcomes, not a single number.
Full uncertainty
P50 to P99.5 reserves from one consistent model.
Methods side by side
Mack, bootstrap ODP and Bayesian against your chain ladder.
Regulator-ready
Documented assumptions, diagnostics and reproducible code.
Engagement
How an Engagement Runs
Four stages, each ending in something you can put in front of a committee.
- 1
Discovery
We review your current methods with your team and agree the question the model must answer.
You get: Scoping note - 2
Data & Modelling
Data validated end to end, then candidate models fitted and benchmarked against your incumbent.
You get: Model benchmark - 3
Validation
Back-testing, sensitivity analysis and documented assumptions, ready for review.
You get: Validation report - 4
Deployment
Shipped into your stack with monitoring and a handover, so your team owns it.
You get: Live model + handover
See it in action
Try the tools this practice builds.
Live, open-source applications from real engagements run them in the browser, then read the code.
Have a reserving or pricing problem worth solving?
Tell us about the portfolio and the question you need answered. We'll come back with an approach, not a sales deck.