Document & Data Workflows
Turn document handling into a reviewable workflow.
Pilot extraction, classification and structured-record preparation for one agreed document type.
When this service is useful
A good pilot starts with real documents and explicit output fields. It handles missing and uncertain information instead of trusting every generated answer.
Scope
What we can scope together
Extraction
Pull agreed fields from a defined document type.
Classification
Suggest categories and route records with approved rules.
Validation
Flag missing, conflicting or uncertain information.
Handover
Structured output or delivery to an agreed destination.
- Start with one document type, a field specification and representative examples.
Deliverables
What you receive
Measured on field-level accuracy, exception volume and total review time against the baseline.
- Document scope and field specification
- Bounded extraction or classification workflow
- Validation rules and exception queue
- Reviewed sample outputs
- Operating instructions
Process
How delivery works
- 01
Define inputs
Document types, field meanings, volumes and destination.
- 02
Prepare examples
Include variations, missing info and judgment calls.
- 03
Test the workflow
Compare output with reviewed examples; route uncertainty to a person.
- 04
Accept & hand over
Agree acceptance and document monitoring responsibilities.
People and AI responsibilities
AI is used only where it suits the agreed work. People check outputs, handle exceptions and own approvals. Tools, access, fees and ongoing support are agreed before delivery.
FAQ
Questions & next steps
Can one workflow handle every document?
No. Pilots start with agreed types. New types need examples, rules and review.
What happens when information is unclear?
The record is flagged for review, never treated as confirmed.
What should we provide first?
Sanitized examples, field definitions, an expected output and your validation rules.
Your next chapter
What could work better in your business?
Bring the goal, not a perfect spec. We’ll help you find the right first step.
Discuss your project