Can I export to my existing CLM?

Yes. Clean CSV and JSON export with named contract fields imports directly into Ironclad, Agiloft, ContractWorks, LinkSquares, and most CLMs that accept structured imports.

How does PaperAI handle complex clauses like change-of-control?

Standard contract metadata (parties, dates, term, payment terms) extracts with high confidence. Complex clauses like change-of-control, indemnification scope, and limitation-of-liability caps are flagged for attorney review in the side-by-side view rather than silently accepted.

Honest comparison

Contract data extraction — which approach fits your team's volume and budget?

Four ways teams pull structured data out of contracts today: enterprise CLM platforms, mid-market AI extraction, manual paralegal review, and DIY LLM pipelines. The honest trade-offs.

Contract data extraction is one of the highest-ROI uses of AI in legal — and one of the most expensive markets to buy into. Enterprise CLM platforms charge $50,000–$500,000 per year and assume a multi-month implementation. That works for AmLaw 100 firms and Fortune 1000 legal ops; it makes no sense for the mid-market.

This page compares the four main approaches honestly, written for legal ops at mid-market companies, M&A diligence teams, and procurement teams reviewing MSAs and NDAs.

Enterprise CLM platforms

Full contract lifecycle management suites with clause libraries, negotiation workflows, e-signature integration, post-execution analytics, and contract extraction as one feature. Annual contracts in the $50K–$500K range.

Best for

AmLaw firms, Fortune 1000 legal ops, and high-volume corporate legal teams who need the full lifecycle plus integrations to ERP, CRM, and matter management.

Why PaperAI

PaperAI is purpose-built for the extraction step at mid-market pricing ($19–$99/mo). If you already have negotiation and e-signature elsewhere and just need clean structured data out of executed contracts, PaperAI fits without the six-figure commitment.

Mid-market AI contract review tools

AI-first contract review tools that focus on negotiation playbooks, redlining, and risk scoring. Often priced per-seat with a heavy attorney-workflow focus.

Best for

Legal teams whose primary workflow is pre-execution review and redlining of incoming contracts. Strong if you want AI-assisted negotiation as well as data extraction.

Why PaperAI

PaperAI focuses on post-execution data extraction — pulling parties, dates, terms, and obligations from contracts that are already signed. If your need is post-execution data into a tracker or system of record, PaperAI is leaner and cheaper.

Manual paralegal review

In-house or contract-based paralegals abstracting key fields from each contract. The default for teams that haven't justified specialized tooling yet. 30–60 minutes per typical commercial contract.

Best for

Very low contract volumes (under 10 contracts per month) where the cost of any software exceeds the labor.

Why PaperAI

At 20+ contracts per month, AI extraction is already faster and cheaper. PaperAI free tier lets a paralegal validate accuracy on real contracts before any commitment.

DIY LLM pipelines

Engineering teams building custom contract extraction with general-purpose LLM APIs. Powerful in capable hands but requires prompt engineering, output validation, evals, and ongoing maintenance.

Best for

Teams with dedicated AI engineering who want full control over the schema, model selection, and review workflow.

Why PaperAI

PaperAI ships the contract extraction schema, confidence scoring, side-by-side review, and team features as a product. Buy vs. build — for legal ops without a dedicated AI engineering team, the build path stays unfinished.

Side-by-side feature comparison

Feature	PaperAI	Enterprise platforms	Legacy / ERP-bundled	Manual / DIY
Time per contract extracted	Under 2 minutes	Seconds (after months of setup)	30–60 min (paralegal)	Same as paralegal
Setup before first contract processed	Under 5 minutes	3–9 months	N/A	Days (prompt engineering)
Side-by-side attorney review	Yes	Yes	Manual	DIY
Starting annual cost	$228 (Pro plan)	$50,000+	Hourly paralegal cost	API + engineering time
Free tier you can validate on real contracts	Yes — first contract free	Sales-led demo only	N/A	Variable

PaperAI is the right call when

You extract data from 20–500 contracts per month — mostly post-execution
You're legal ops, M&A diligence, or procurement at a mid-market company
You need clean structured contract data flowing into a CLM or tracker, without the CLM price tag
You can't justify a 3–9 month implementation or a six-figure annual contract

PaperAI is the wrong choice when

You need a full negotiation, e-signature, and lifecycle platform — buy enterprise CLM
You extract under 10 contracts per month — manual paralegal review is still cheaper
You need clause libraries and AI-assisted redlining for pre-execution review

Try PaperAI on your own documents — no commitment, no sales call

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Common questions

Answers focused on conversion quality, team workflows, and roadmap clarity.

MSAs, NDAs, SOWs, vendor agreements, employment contracts, commercial leases (see our Lease Abstraction page for that specifically), and most commercial agreements. Custom schema overrides are available on Business and Scale plans.