Operations
Keep the queues where errors land answerable: count the work they make, give each stalled case a deadline, and treat a backlog as a reason to change the system.
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Model the load the system pushes onto people
Count, in hours, who picks up the extra work a workflow creates, before a growing queue starts hiding its errors.
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Put escalation on a deadline
Give every stalled case a named owner and a deadline that escalates itself, rather than an inbox that ages quietly.
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Read the queue as a capacity signal
Compare the number of challenges with the staff assigned to answer them. When the queue backs up, add staff or narrow the system, on the record. Never narrow who may challenge.
What to run, satisfy, and read
The diagnostics that show risk in this role's work, the standards that apply to it, and the reading behind them.
Diagnostics
Each line either exists or does not.
- Set up a way to report harm, with named triage categories.
- Set escalation deadlines by severity and route to named responders.
- Track queue age and auto-escalate stalled cases.
- Publish a repair log showing what has been fixed, what has not, and who owns each item.
Other roles
If that was not you
- Engineering — You build or operate the system that makes the decision.
- Policy and compliance — You write the rules the system has to satisfy, or prove to a regulator that it does.
- Audit and assurance — You verify someone else's claims from the evidence their system emits.
- Design — You shape the interface where a person meets the decision.
- Research — You study these systems and publish about them.
- Executive — You decide whether to deploy, and you carry the liability when it goes wrong.