AI Training Data Disgorgement Quantifier

COLD✧ v8Legal Tech / IP Lawus16 Mar 2026

One-Liner

An expert-witness tool for plaintiffs' attorneys to quantify attributable revenue from AI training data copyright infringement cases.

AI Thinking Process

Verb Transplant: 'disgorgement' from securities law → AI training data IP litigation revenue quantification

G006 Feature vs Product / G061: one-shot expert-witness deliverable per case, not recurring product. Consulting revenue ceiling. Killed.

Kill Reason

G061 One-Time Regulatory Event = Consulting Not SaaS: each AI IP lawsuit is bespoke; there is no recurring artifact. The deliverable is a one-shot expert-witness report per case at $50-200K, not a recurring subscription.

Risk Analysis

Risk analysis available for latest engine ideas.

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