What should developers map before automating a hardship intake workflow?

Use this checklist to map the business process before deciding which part an agent should perform.

- Identify the customer signals that open the specialist route. - Record which role owns intake and which owns assessment. - Locate concurrent work that can affect the customer. - Define the evidence needed to accept a transfer. - Identify the owner of rejected or returned referrals. - Map how customers learn that responsibility has changed. - Specify where unresolved work remains visible.

The purpose is to expose dependencies that a conversation transcript alone cannot show. A referral can look complete in a chat window while remaining unassigned in a work queue. A specialist team can return an incomplete submission without the originating team noticing that responsibility has reverted.

For a healthcare billing workflow, administrative assistance assessment may also sit beside a separate clinical process. The map should show that boundary without allowing a billing agent to infer clinical decisions.

A buyer can use this map to request generated material that exercises the actual transfer points. It also helps define a sensible automation boundary: the agent's responsibility should end at a verifiable business state, rather than at the final sentence of its response.