Desired result
A defined, reviewable outcome
Produce a traceable record with document type, extracted values, confidence flags, validation results, source location, and a clear review disposition.
Business workflow
Process Business Documents with AI
Turn recurring document intake into structured work without treating uncertain extraction as fact or bypassing review for contractual, financial, or personal data.
The problem
Where the workflow breaks today
Teams manually rename, classify, read, and rekey recurring documents, creating delays and silent errors when layouts or required fields change.
How the workflow works
Move from trigger to accountable handoff
Receive approved files
Accept selected file types from permission-scoped folders or intake channels and retain the source reference.
Classify and extract
Identify the document template and capture only fields defined for that class.
Validate and compare
Check required fields, formats, totals, duplicates, and business rules without filling unknown values.
Review and route
Send uncertain or consequential records to a person; write approved outputs to the destination system.
Agents involved
Assign a specific role to each stage
Agent roles describe possible workflow responsibilities. Final configuration and availability depend on the selected implementation.
Document Processing Agent
Classifies files and extracts configured fields.
View details →Data Entry Agent
Maps approved values into structured records.
View details →SOP Assistant
Applies documented validation and routing procedures.
View details →Integrations involved
Connect only the systems the outcome needs
Google Workspace
Drive files, Docs context, and Sheets destinations.
View details →Microsoft 365
OneDrive files, Word documents, and Excel records.
View details →Airtable
Structured review queues and approved output records.
View details →Human approval points
Keep consequential decisions with people
Approval design should reflect the actual risk, audience, and permissions of this workflow.
✓Require review for low-confidence fields, changed layouts, signatures, totals, and contractual language.
✓Keep financial and personal documents within authorized folders and retention rules.
✓Prevent a record write when required validation fails.
Example workflow
Vendor onboarding packet
The workflow classifies submitted forms, extracts approved supplier fields, checks required documents, flags mismatched names, and creates a review record without approving the vendor.
Workflow boundary
An example, not a promise of availability
This illustrates how roles, integrations, and controls can be arranged. Connection support and final behavior must be confirmed during implementation.
Implementation considerations
Decisions to make before execution
✓Define supported document classes and field schemas.
✓Test scans, handwriting, rotated pages, tables, and amended templates.
✓Keep the original document linked to every extracted record.
✓Separate extraction from business approval or payment authorization.
Related workflows
Continue from an adjacent business outcome
FAQ
Questions to resolve when planning this workflow
What happens when a field cannot be read?
The value should remain unresolved and be highlighted for review rather than guessed.
Does extraction approve the underlying document?
No. Extraction and validation support a decision; they do not replace contractual, financial, or compliance approval.
Discuss this workflow with our team.
Bring the outcome, current systems, approval needs, and exception paths you want to design.