Document agents designed around approvals, not autonomy theater.
A fictional agent workflow that demonstrates tool permissions, review checkpoints, structured outputs, and observable failure recovery.
What made this
worth solving.
The sample operations team repeated the same extraction, comparison, and drafting steps across complex documents, but uncontrolled automation would have created unacceptable compliance risk.
Engineering choices,
not feature lists.
- 01
Split the workflow into narrow tools with explicit permissions, schemas, timeouts, and retry limits.
- 02
Placed approval checkpoints before irreversible actions and stored the evidence behind every generated field.
- 03
Evaluated completion quality and reviewer correction rate across representative document families.
What changed after
the system shipped.
In the demo scenario, reviewers completed work 2.1× faster while retaining a complete approval and evidence trail for every output.