Start with one insurance workflow.

Choose a claims or underwriting workflow where you need to know whether an agent is ready to operate. We build the environment around your standard and report what we find.

Propose a workflow
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Four steps from workflow to evidence.

We scope the workflow with you, rebuild it as a private environment, run your agent through it, and report what holds up.

  1. 01

    Select the workflow

    Choose a defined claims or underwriting workflow, such as claim investigation or a commercial property recommendation.

  2. 02

    Define your standard

    Bring policy forms, guidelines, example cases, authority rules, relevant tools, and expert decisions.

  3. 03

    Build the environment

    We model realistic cases, tools, workflow state, evaluators, and acceptance criteria.

  4. 04

    Benchmark and improve

    Run the agent, identify failures, compare models, and post-train where appropriate.

What you receive.

Every pilot closes with the evidence to decide whether the agent is ready, and what it will take if it is not.

  1. 01Private insurance workflow benchmark
  2. 02Agent reliability scorecard
  3. 03Full trajectory evaluations
  4. 04Failure taxonomy
  5. 05Model comparison
  6. 06Cost per successful case
  7. 07Improvement report

Bring one workflow. Leave with evidence about your agent.

Propose a workflow