Glossary
Last updated: May 2026
Document automation
Document automation turns files into structured, reviewed data that can move through software systems.
Buyer Guide
Using Document automation in a real sprint
Document automation is a useful term, but sprint planning needs more than a definition. The term has to become a workflow, user group, data source, acceptance criteria, and decision path.
Before using the term in a proposal or PoC, make sure everyone agrees what evidence would prove it. Otherwise the language can sound aligned while the delivery scope remains vague.
Clarify
Workflow, users, data, and expected proof.
Avoid
Letting a buzzword define the scope.
Next step
Turn the term into a small testable use case.
What the first version should do
A useful first version extracts fields, shows source evidence, flags low-confidence values, and exports approved records to the next system.
- Field extraction
- Source evidence
- Human review queue
- CSV, API, database, or queue export
Human review by default
For sensitive AI workflows, the system should show source evidence, confidence, suggested actions, and an approval path before anything important is sent or changed.
- Source citations
- Confidence and fallback handling
- Approval history
- Logging for AI actions
Production-minded delivery
A useful AI sprint is not a prompt demo. It needs data boundaries, user roles, retries, monitoring, security assumptions, and a clear path to integration.
- Data-source definition
- Role-based access assumptions
- API and model-provider assumptions
- Deployment notes
Buyer FAQs
What is document automation?
Document automation turns PDFs, forms, screenshots, and email attachments into structured, reviewed data that can move through an app, API, or workflow. Extraction is one step; review, exceptions, writes, and audit logs complete it.
Is it the same as OCR or AI extraction?
No. OCR and extraction pull text or fields. Document automation also includes a review queue, exception handling, writes into existing systems, and an audit trail.
Scope the first sprint
Bring the app, API, LLM feature, or AI workflow you want to test. We will turn it into a clear first-sprint scope.
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