Rule
You define what is reviewed: per document type, per field, per customer or workspace, below a confidence or on anomalies such as a differing bank account. Everything else is approved automatically.
Human-in-the-Loop · AI-DMS module
Human-in-the-loop routes documents and fields your rules require into a review queue for people.
Per document type, field or customer. Reviewers see the location in the original and confirm, correct or escalate.
Trusted by leading companies worldwide
How it works
Review is optional and rule-based. Standard cases pass through, regulated cases get four eyes.
You define what is reviewed: per document type, per field, per customer or workspace, below a confidence or on anomalies such as a differing bank account. Everything else is approved automatically.
Matching documents become a task with priority, deadline and owner. Reviewers claim them, teams share the load, several reviewers per case are possible.
The reviewer sees every field with its location in the original, confirms, corrects, rejects or escalates, by keyboard in seconds. The decision is in the audit trail, then export and workflow continue.
Capabilities
Rules, tools and evidence for teams that carry responsibility.
Per document type, field, customer, workspace, confidence or anomaly.
Every field with bounding box in the document, zoom and page switch.
Tab, Enter, Escape: confirm, correct, skip in seconds.
Queues per team, automatic distribution, several reviewers per case.
Who confirmed or changed what and when, with old and new value.
Confirm, correct, reject with reason, escalate or postpone.
The second reviewer does not see the first reviewer's decision, if desired.
After the decision, export, workflow and approvals continue automatically.
Comparison
The question is not whether people review, but which cases deserve their time.
| Comparison | Everything manual | Everything automatic | PaperOffice human-in-the-loop |
|---|---|---|---|
| Effort | Every document | None | Only rule-based cases |
| Risk | Low, but slow | Errors pass through | Four eyes where it counts |
| Evidence | Initials | None | Audit trail per field |
| Speed | Batches | Immediate | Immediate, review in seconds |
| Regulation | Depends on the reviewer | Cannot be mapped | Rules per type, field and customer |
curl -X GET \ "https://api.paperoffice.ai/latest/workflow_tasks/my?step_type=hitl_review&priority=high" \ -H "Authorization: Bearer po_ut_YOUR_API_KEY" curl -X POST \ "https://api.paperoffice.ai/latest/hitl_review/claim" \ -H "Authorization: Bearer po_ut_YOUR_API_KEY" \ -F "task_uuid=YOUR_TASK_UUID" curl -X POST \ "https://api.paperoffice.ai/latest/workflow_tasks/resolve" \ -H "Authorization: Bearer po_ut_YOUR_API_KEY" \ -H "Content-Type: application/json" \ -d '{"task_uuid":"YOUR_TASK_UUID","decision":"approve","field_results":{"total_amount":{"action":"correct","corrected_value":"1284.50"}}}' For developers
Read, claim and resolve open tasks with a decision per field so external systems become part of the review.
Open reviews by status, priority and step type, page by page.
Confirm or correct per field, overall decision with comment and reason.
Tasks as tools in Claude, ChatGPT and Cursor.
Security and compliance
Every decision with user, time, old and new value in the immutable audit trail. Review and documents in our own EU data centers.
Frequently asked questions
No. You define rules: per document type, field, customer, workspace, below a confidence or on anomalies. Everything else is approved automatically.
Every field to review with value, confidence and location in the original document. By keyboard they confirm, correct or skip field by field.
Confirm, correct per field, reject with reason, escalate to a higher level or postpone. Every decision is in the audit trail.
Yes. Several reviewers per case, optionally as blind review where the second reviewer does not see the first decision.
Export, workflow and approvals continue automatically, with the confirmed or corrected values.
Yes. Tasks can be read, claimed and resolved via API, for example from an approval portal or an ERP.
Yes. Task list, claim and decision per field are available via the REST API and in the MCP server.
Measurable customer success
"Enterprise document management for all our mining operations. World class."
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"Prescriptions and medication management now run fully automatically. More time for our patients."
"Centuries-old documents are now digitally searchable. A milestone for our historical archives."
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"500,000+ records digitized. Our deputies now find all information instantly."
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"Technical drawings, bills of materials, and quality protocols are instantly searchable. A search that used to take 30 minutes now takes 30 seconds."
"Client receipts, tax assessments, and annual financial statements are automatically sorted and assigned to the correct client. Receipt chaos is a thing of the past."
"Project documentation, SLAs, and customer communication for our IT consulting projects are automatically classified and archived."
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