Document extraction for legal workflows.
Turn contracts, filings and discovery packets into structured, validated data — even when documents vary across firms, jurisdictions and counterparties.
- parties Acme Corp / Beta SL 100%
- effective_date 2025-04-15 100%
- term 2 years 99.8%
- governing_law Spain 100%
- confidential yes 100%
- termination — clause 8.2 · ambiguous
Powering document extraction for teams at



Legal teams drown in documents before they can do legal work.
Legal workflows depend on documents created by courts, clients, counterparties, regulators and internal teams — all using different templates, standards and formats. In practice:
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Inconsistent contract layouts
Clauses appear in different sections and orders across agreements.
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Filings vary by jurisdiction
Court documents shift structure across regions and courts.
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Scanned and forwarded PDFs
Quality degrades as documents are rescanned and forwarded.
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Handwritten edits & redlines
Key sections carry handwritten annotations and redlines.
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Bundled case files
Discovery packets combine dozens of unrelated documents.
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Conflicting fields
Missing or contradictory information slows review and risk assessment.
Why legal automation fails outside the demo.
Legal documents don't follow clean templates. Clause structure shifts, key fields appear in different sections, files are merged and partially completed. Without evaluation and consistency checks, automation just shifts work downstream.
{
"parties": "Acme Corp / Beta SL", "effective_date": "2025-04-15", "term": "2 years", "governing_law": "Spain", "jurisdiction": "Madrid", "termination": "clause 8.2"
} From discovery paperwork to structured legal data.
Invofox supports each stage by structuring documents before any data extraction begins — built for the inconsistent realities of legal paperwork.
- Step 01
Intake & capture
Ingest contracts, pleadings, discovery packets, compliance documents and correspondence from courts, clients and counterparties — across formats and jurisdictions.
- Step 02
Document understanding & structuring
Invofox splits, classifies and analyzes layout to identify document types, sections, clauses and key fields — even when layouts vary across firms or courts.
- Step 03
Data extraction
Extract entities, clauses, dates, parties, obligations and tables using OCRs, LLMs and layout-aware models tuned for real legal documents.
- Step 04
Evaluation & validation
Field-level accuracy, mismatch detection and consistency checks surface errors before data enters CLM, eDiscovery or compliance systems.
- Step 05
Ready for production workflows
Structured, validated, system-ready data for contract review, discovery, compliance and reporting — without manual reprocessing.
Built for legal reliability, not just OCR.
Legal workflows are document-driven. Contract review, discovery, compliance and reporting depend on accurate, structured data — in production environments where document errors create legal risk.
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01 Automate document handling at scale
Not just text extraction — full document pipeline.
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02 Schema-based extraction
Across contracts, pleadings and discovery packets.
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03 Layout, structure & context
Not just raw OCR output — clause-aware understanding.
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04 Field-level accuracy metrics
Measure accuracy before data is used downstream.
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05 Surface mismatches & edge cases
So contract analysis doesn't silently fail in production.
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06 Continuously improving models
Through controlled experimentation and feedback.
Structured data that fits your legal stack.
Invofox delivers structured, validated legal data through a plug-and-play asynchronous API with webhook support — connect to CLM, eDiscovery and compliance tools without rebuilding pipelines.
Enterprise-grade security, independently verified.
Click on our certifications below to see the details.
Our systems and controls are independently audited every year against the AICPA Trust Services Criteria — security, availability, processing integrity, confidentiality, and privacy.
Process. Deliver. Erase.
Documents deleted right after delivery. No copies, no backups, no logs.
Opt-in · Only for Scale and Enterprise clients
Run it on your servers.
Deploy Invofox inside your own infrastructure. Same API, your perimeter.
Only for Enterprise clients
Frequently asked questions.
Still have questions? Talk to us