Akaro is the AI actuarial layer for health plans.

Every health plan runs an actuarial function: pricing, reserving, trend, risk-adjustment revenue, benefit design, provider contracts, vendor ROI, Stars economics. Most of that work is data assembly, method selection, and documentation before any judgment is applied. Akaro builds the engine that does that part.

Give the engine health-risk data and an actuarial question. It constructs the population, chooses and runs the method, bounds the estimate, tests the sensitivities, and preserves the full chain of assumptions and evidence — a reproducible analysis the plan's own actuary can review and sign.

Arbiter is the first question: what a plan's outreach vendors actually delivered. Bench is the free public view of the same problem. Each new question runs on the same engine, for the same plan, on the same data.