Human Judgment Escalation Map (QA)

Human Judgment Escalation Map (QA)

1. 01

   List every back-office workflow the automation now touches and mark the decision points inside each one

   Contractor onboarding, invoice approval, and compliance filing each contain at least one point where a wrong call carries a client-facing cost. Name those points explicitly rather than describing the workflow as a whole.

2. 02

   Classify each decision point as reversible or irreversible before assigning an owner

   A misrouted invoice can be corrected in minutes; a contractor paid under the wrong tax classification or a compliance filing submitted to a regulator cannot. Irreversible points default to human sign-off regardless of confidence scores.

3. 03

   Set a dollar and volume threshold above which an agent output must be reviewed by a named person

   Pick thresholds the delivery team can actually staff, for example any single payment above $5,000 or any batch over 200 records. Thresholds that no one has time to review become rubber stamps within a month.

4. 04

   Route exceptions to a single queue with a response-time commitment

   Agents that read screens or write directly into an ERP will surface mismatches the original process never anticipated. One queue with a stated turnaround keeps exceptions from scattering across Slack threads and email.

5. 05

   Log every override with the reason code and the reviewer initials

   Override logs are the only reliable evidence of where the automation is wrong. Review them monthly and feed recurring reason codes back into the workflow definition rather than retraining people to compensate.

6. 06

   Confirm the client has agreed in writing to which steps stay human

   Client-specific processes often carry judgment the agency cannot see, such as a vendor relationship or a regulatory nuance. Get the human-required list into the retainer scope so a later dispute has a reference point.

7. 07

   Re-test the escalation map whenever the underlying tool changes its model or pricing tier

   Vendors control metering, feature access, and dispute resolution for their own products, so a routine pricing change can silently alter what the automation does. Re-run the map after any vendor announcement that touches limits or model versions.