Enterprise document intelligence
AI data layer for operational documents
Extract, validate, and route structured data from invoices, manifests, insurance claims, and any document—at enterprise scale.
From raw documents to structured data in your systems
What DocRouter solves
Production document AI that works at scale
DocRouter is built for large packets, messy pages, cost control, system validation, and human review when confidence is low.
Orchestrate large packets
Split, classify, route, and reconcile 500-page medical, legal, or insurance packets—not a single model call.
Control cost at scale
Route easy work to inexpensive models and reserve stronger models for hard cases—so quality stays high without runaway spend.
Handle messy real documents
Combine OCR, vision, multimodal models, and review for handwriting, faxes, stamps, rotated pages, and mixed packets.
Validate against your systems
Check extracted results against policy databases, ERPs, claims systems, and contracts before they become business decisions.
Escalate uncertain results
Send low-confidence or high-stakes cases to human review—and keep automation on the path when confidence is high.
Stay flexible as models change
Swap models, OCR engines, and workflow steps without rebuilding everything when prices and capabilities shift.
Read how we approach it in Document AI in Practice or download the white paper PDF.
Measured outcomes
Document automation results
Case studies
Experience in regulated industries
Pilot
75%
Less manual work
Completed pilot with a specialty insurance wholesaler—we handled ACORD form processing and ALIS clearance automation end to end.
Read case study →Pilot
Hours → min
Trade document processing
Pilot for bills of lading, commodity reports, and related trade documents—structured extraction for supply chain operations.
Read case study →Pilot
Invoices
Clinical trial billing
Pilot for clinical trial invoices and expense reports—structured extraction and contract-term validation for research operations.
Learn more →Solutions
Built for your industry
Specialized document processing for regulated, high-volume operations. Don't see yours? We can build it.
Insurance Claims & ACORD Forms
Process claims and ACORD forms for faster payouts. Extract customer data and integrate with your AMS system.
Use case: Accelerate claims processing and reduce payout times
Shipping Manifests
Extract container data, item quantities, and special instructions from manifests. Match against inventory systems.
Problem: Manual verification of manifest data against physical inventory
Healthcare Denials & Lab Results
Handle denials, patient records, and lab results with precision. Process complex medical documents automatically.
Use case: Streamline medical document processing and reduce errors
Finance: Loan Origination & KYC
Accelerate loan origination, KYC checks, and audits. Process financial documents and compliance forms automatically.
Use case: Speed up financial processes and reduce compliance risk
Enterprise ready
Deploy your way
SaaS or on-premises. API-first architecture with sandbox environments, role-based access, and audit-ready workflows.
SaaS
On-premises
Compliance-first
Audit-ready
Choose your path
Turnkey when you want results. Open source when you want control.
Have us deploy and support DocRouter—or install and integrate it yourself.
Turnkey deployment
We stand up DocRouter for your environment and keep it running.
- · Architecture design and system integration
- · End-to-end deployment (SaaS or on-prem)
- · Team training and knowledge transfer
- · Ongoing support and maintenance
Open source, self-directed
Run DocRouter yourself with the same APIs and SDKs we use in production.
- · Open-source core you can self-host
- · REST APIs, MCP server, N8N nodes
- · Workflows support
- · Docs for on-prem install and quick start
Overview
See DocRouter in action
Ready for production document AI?
See how DocRouter handles your real document packets—with cost control, validation, and human review where it matters.
Contact
Talk to our team
Book a time to discuss your document processing needs and see how DocRouter can help streamline your operations.