Document Intelligence Pipeline
Ingest → Parse & OCR → Classify → Extract → Validate → Output. From raw documents to structured, verified data.
Six stages from document to data
Each document flows through the pipeline. Click a stage or watch it auto-cycle.
Document Ingestion
Multi-source intake: email, API, file upload, scanner, cloud storage
Parse & OCR
Text extraction, optical character recognition, layout preservation
Layout Analysis
Table detection, form field location, header/footer identification, reading order
Classification
Document type identification, routing, priority scoring
Entity Extraction
Key-value pairs, line items, named entities, amounts, dates
Validation & Output
Confidence scoring, business rules, human review, structured output
Document Ingestion
Stage 01 of 06
Accepting documents from any enterprise source with deduplication, queuing, and format detection. Supports PDF, TIFF, PNG, DOCX, email attachments, and raw scans with automatic routing to the parse stage.
Precision across every document type
Field-level extraction accuracy measured across production workloads.
Invoices
Contracts
Purchase Orders
Receipts
Tax Forms
ID Documents
Medical Records
Shipping / BOL
Smart routing by confidence score
Documents auto-route based on extraction confidence — high goes straight through, low gets human eyes.
Auto-process
> 95%Straight-through processing — no human touch. Extracted data flows directly into downstream systems.
< 30s
SLA target
Review Queue
80–95%Flagged for rapid human review. Reviewers see highlighted fields with model confidence for quick validation.
< 15 min
SLA target
Manual Processing
< 80%Complex or degraded documents routed to specialist operators with full editing interface.
< 2 hr
SLA target
Connected to your enterprise stack
Structured output flows into the systems your teams already use.
ERP Integration
Push extracted invoice, PO, and receipt data directly into ERP modules for automated three-way matching and booking.
CRM Integration
Attach contract details, signed agreements, and onboarding documents to customer records automatically.
Data Warehouse
Stream structured extraction results into analytics tables for reporting, trend analysis, and ML training loops.
Workflow Automation
Trigger downstream workflows — approval chains, notifications, ticket creation — based on extracted document content.
Automate your document processing.
Tell us about your document types, volumes, and accuracy requirements. We'll design the end-to-end pipeline.