Make the difficult cases easier to resolve.
Automation needs a useful path for the work it cannot finish. We build exception workflows that help teams understand the issue, find the evidence, and complete the next action without losing the record’s history.
Find the recurring points of failure
Map where incomplete records, conflicting information, provider errors, or ambiguous decisions stop the process. The first project can focus on one repeated exception type. Establish what information a resolver needs and which team has the authority to correct the problem.
Create a queue people can act on
A work item should explain why it is blocked, where the evidence came from, and what has already been tried. Priority, ageing, assignment, and status need clear definitions. An internal application can connect the queue to the original system rather than create another spreadsheet to maintain.
Bound retries and agent actions
A failed tool call should not generate endless attempts or repeated side effects. We define duplicate protection, retry limits, and escalation. An agent may assemble evidence or suggest a next step; its authority to modify records and make commitments is established with the workflow owner.
Measure the unresolved work
Track resolution time, ageing, recurring causes, and items that return to the queue. Review representative difficult cases alongside ordinary ones. The operating guide identifies ownership, access, and how an accepted correction returns to the main workflow.
What a first project can produce.
Scope the work around your existing systems, information boundaries, and acceptance criteria. Agree timing, ownership, and commercial terms before delivery begins.
- 01An exception taxonomy and ownership map
- 02A working queue connected to source records
- 03Resolution checks, escalation, and operating measures
Explore connected capabilities.
Explore the industry context.
Which exceptions keep returning to your team?
Tell us about the sources, tools, and people involved. We’ll define a useful first scope.