The End-to-End Platform for Document Data Extraction
Everything you need to build, deploy, and run your document data extraction workflows — from data modeling to production QA.
What Limai Helps You Do
One platform for every step of your document data extraction operations. From setting up your data model to running a fully auditable QA pipeline, Limai gives you the tools to build reliable, scalable extraction workflows.
Design What You Need to Extract
- Define your ideal output as structured data: fields, types, relationships
- Support for both table-based and document-based schemas (e.g., invoices with line items)
- Handle multi-page documents, attachments, and varied formats
- Set up data sources like PDFs, emails, or Slack messages — no complex plumbing required
Test & Refine Your Extraction Logic
- Create benchmark datasets using reviewed documents
- Run different extraction versions and compare results
- Measure accuracy by field, table, or document type
- Know exactly when and where your extractions improve (or don't)
Deploy to Production with Confidence
- Promote high-performing versions to production with a click
- Use Limai's built-in models, optimized for real-world documents
- Integrate via API and webhooks to automate your workflows
- No guesswork, no hidden state — you're always in control
Review, Approve & Control the Output
- View extracted data side-by-side with original documents
- Accept, reject, or edit fields manually — or enforce full document review
- Use Limai as your QA dashboard, with role-based access and audit trails
Monitor Accuracy and Keep Improving
- Track changes, corrections, and accuracy trends over time
- Catch quality issues before they become real problems
- Get alerts when documents drift from expected formats
- Continuous improvement baked into your day-to-day operations
Built for High-Stakes Use Cases
Limai supports teams across industries that rely on clean, accurate, structured data from messy documents.
Fintech & Accounting
Extract fields from invoices, receipts, bank statements, and contracts with full audit trails.
Use Limai to power:
- Accounts payable workflows
- KYC/AML data extraction
- Reconciliation pipelines
Healthtech
Pull structured data from insurance claims, lab reports, or patient forms. Maintain traceability and manual review in workflows where accuracy matters.
Use Limai to power:
- Clinical trial documentation
- Insurance claims processing
- Patient record standardization
Insurance
Standardize data from policy documents, claims reports, and assessments — even across different formats and providers. Monitor accuracy across thousands of docs.
Use Limai to power:
- Policy information extraction
- Claims assessment automation
- Risk calculation data pipelines
Horizontal / General Purpose
If your team reviews extracted data from emails, PDFs, images, or Slack — Limai gives you everything from schema setup to approval workflows.
Use Limai to power:
- Email attachment processing
- Document categorization
- Audit-ready approval flows
Education & EdTech
Turn messy transcripts, enrollment forms, and payment invoices into clean, structured records.
Use Limai to power:
- Student onboarding
- Course & credit extraction
- Tuition and financial record workflows
Logistics & Supply Chain
Extract data from shipment documents, purchase orders, bills of lading, and customs forms.
Use Limai to power:
- Vendor invoice processing
- Shipment tracking systems
- Proof-of-delivery validation
Why Limai?
Most tools stop at extraction. Limai handles the full lifecycle.
Here's how we compare to other approaches:
⚡️ With Limai, you don't need five tools and a custom pipeline.It's all in one place.
Get Early Access
We're working hands-on with early adopters to shape the future of document data extraction. If your team deals with messy documents, workflows, or accuracy reviews — Limai was built for you.