Turn Incoming Documents Into Structured Work
AI-assisted intake, classification, extraction, and routing
A bespoke document-intake agent can receive files from configured channels, identify document types, extract the fields your process needs, apply validation rules, and route uncertain cases to human review.
Where Document Intake Breaks Down
Too Many Intake Channels
Email attachments, uploads, shared folders, scans, and system exports create fragmented queues and inconsistent handoffs.
Mixed Document Types
Teams must identify forms, invoices, contracts, correspondence, applications, and supporting documents before work can begin.
Exceptions Arrive Late
Missing pages, unreadable files, conflicting fields, and incomplete submissions are often discovered only after manual review.
Repeated Data Entry
The same information may be copied from documents into CRM, ERP, case-management, or workflow systems.
Manual Routing
Staff spend time deciding which queue, person, or downstream process should receive each item.
Control Requirements
Sensitive or high-impact documents need explicit access controls, logging, validation, and human review boundaries.
A Governed Intake Flow
Receive
Collect documents from approved email, upload, storage, API, or application sources.
Classify
Identify the document type and choose the correct extraction and validation path.
Extract & Validate
Capture configured fields, compare them with reference data, and apply business rules.
Route or Escalate
Send validated work downstream and place low-confidence or policy-sensitive cases into a human review queue.
Manual Intake vs AI-Assisted Intake
| Feature | Manual | AI-AssistedRecommended |
|---|---|---|
| Document identification | Reviewer identifies type | Classification with confidence thresholds |
| Data capture | Copy and rekey | Configured field extraction |
| Validation | Reviewer checks references | Rules and reference checks before routing |
| Exceptions | Found during processing | Flagged into review queues |
| Routing | Manual assignment | Workflow-based routing |
Frequently Asked Questions
Map Your Document Intake Workflow
Bring your document types, intake channels, validation rules, exception cases, and destination systems to a working session with KeenSight.