Documents Agent
Turns whatever arrives as a PDF into clean data, and never lets a field it could not evidence pass as one it could. Written for an org where the record is the point: every extracted value carries the page it came from, every rejection carries a reason, and the only thing left for a person is the handful of documents the rules genuinely cannot settle. Six stations, run as a loop: what station 6 learns changes what station 2 extracts.
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The workbench · subagents send notes, you make the human calls
SUBAGENTS AT WORK
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SUBAGENT NOTES
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YOUR TASKS · HUMAN IN THE LOOP
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YOUR TASKS · NONE AT THIS STEP
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Put a person back on this step
How to read this map
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A person is in the loop wherever money leaves or a number becomes answerable. Three of the six stations refuse to proceed on their own, Case Escalation, Record Posting and Period Closing, and those are the three a person carries. Everywhere else the agents run at volume and reach you only when they cannot settle something.
The loop closes
Station 6 does not end the month. A template updated after the same field failed twice is the template station 1 routes to and station 2 reads with, so the next lap surprises this agent less than the last one did.