Document received
Files arrive with source, type, customer and expected fields.
Classification, extraction, checklist and exceptions with human review when the decision carries risk.
Extract, check and route documents with visible exceptions.
Files arrive with source, type, customer and expected fields.
The agent extracts data, marks confidence and compares against the rule.
Low confidence, missing field or policy risk goes to a person.
The result closes intake, updates systems and opens follow-up when needed.
Document, task or request arrives with type, owner, deadline and expected data.
Missing field, block or low confidence goes to a person with context.
System updated, task opened and evidence ready for review.
Missing field, low confidence, discrepancy and decision risk trigger human review before continuing.
The handoff is not treated as a failure. It carries reason, context, owner and next action.
The result closes intake, updates systems and opens follow-up when needed.
We turn a queue, portfolio, call or routine into an intake, policy, handoff and evidence design before go-live.