AI Licensing Intelligence

Licensing intelligence for the $3B AI training-data market.

Sector pricing models, BATNA analysis, revenue comparators, and litigation-floor estimates. The data layer for AI licensing negotiations.

Seven modules

Seven calculators. One negotiating posture.

Sector Pricing Models

Content-type × use-case × jurisdiction × buyer-tier pricing matrices, built from observed deal data and CourtListener precedents.

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Unit Economics Calculator

Per-token, per-article, per-track, per-asset economics with margin breakdowns and sensitivity bands.

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Provider Audit

Verifies an AI provider's training-data claims against their actual data footprint. Uses MIA ensemble + provenance bridge.

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Litigation Floor Estimator

Minimum settlement value given evidence tier, jurisdiction, and judge disposition data.

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Revenue Comparator

What you're earning vs the market median for comparable catalog and buyer tier.

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Intermediary Router

When to license direct vs through a CMO vs through TDPI marketplace. Cost-of-friction modelled.

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BATNA Advisor

Best-alternative-to-negotiated-agreement scoring for ongoing licensing talks. Updated as the matter evolves.

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Pricing

From $2,500 / month

Licensing Intelligence subscription with quota-based API access. Volume tiers for enterprise legal and corp-dev teams.

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Anchor

Replaces $200K+ consulting engagements from McKinsey-tier strategy firms. Pricing models built from 1,349 CourtListener cases, AI licensing market research, and 7 sector models. Updated continuously.