Why is intake a good first workflow for evaluating agents in simulated environments?

**Why is intake a good starting workflow for agent environments?**

It is bounded, but it is not trivial. A case has a clear start, a small set of end states (routed, returned, declined, withdrawn) and many places to go wrong in between.

**What does an agent actually have to do?**

Read a submission, compare it with required fields and policy, call tools to update records, request missing items, and route to the right queue. Each action changes state that a grader can read directly.

**Does it test more than form filling?**

Yes. Duplicate detection, conflicting identifiers, late attachments, withdrawn requests and rules with exceptions all appear at this stage. Handovers also matter: the next team should be able to act on the case without re-reading everything.

**Why not start with a downstream workflow such as approvals?**

Downstream steps depend on intake being right. Errors made early, such as a wrong category or a missed duplicate, propagate. Intake lets you measure that propagation in a contained setting.

**Is it tied to one industry?**

No. Loan applications, insurance claims, utility connection requests, patient referrals and professional services engagements share the same shape, so an environment can be re-skinned while the state model stays similar.

**What should a buyer still check?**

The material is generated, so inspect how well its exceptions and policies are grounded in the workflow you care about.