The Lab is where we design the bionic workforce out loud — blueprints, frameworks, simulations and playbooks, shipped into production with real teams. Applied research, not whitepapers.
Every engagement produces reusable artifacts — some private to the cohort, most published openly.
End-to-end designs of how a bionic team runs a book of business — roles, agents, orchestration, KPIs.
Digital twins of an agency's operations. Test staffing, agent mixes and SLAs before touching a real workflow.
Opinionated stacks for insurance AI — retrieval, tools, guardrails, evals — with the tradeoffs made explicit.
Composable primitives for underwriting, claims, servicing and distribution agents. Fork them, extend them, ship them.
Model Context Protocol servers for AMS, policy admin, doc stores, carriers and rating engines.
Policies, escalation ladders, evaluation harnesses and audit trails for teams shipping agents into production.
Public benchmarks on cost, quality, latency and adoption across insurance workflows.
Sequenced 30/60/90 playbooks by segment — MGA, retail agency, wholesaler, carrier.
Ingest 10,000 pages of medical records. Return a structured claim summary — with citations — in minutes.
Narrative reasoning across submissions, endorsements, and portfolio exposure. Explains itself.
24/7 agentic front-desk. Escalates to humans when it should. Learns when it shouldn't have.
Live map of every process in your book. Waste, risk, and automation opportunity — colored.
Detects the moment a claim becomes a life event. Routes to a human, gently.
Cross-document, cross-claimant pattern detection with agent-generated investigative briefs.
We'll spin up an experiment inside the Lab, with your data and your team, in two weeks.
Propose an experiment →