AI licensing, infrastructure and adoption

Mathison.ai

Mathison.ai, founded by Mark Riley (former Director of Innovation & Corporate Ventures at Dow Jones), is an AI consultancy and prototyping shop for media, publishing and other specialist information firms. Four offerings: leadership AI bootcamps, a fractional AI…

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Paper2Agent

Paper2Agent converts computational research papers into chat agents you can interrogate — “apply your method to my data”. Works only with well-structured public code repositories; conversion takes 30 minutes to 3+ hours and about $15 per paper.

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Pay per Crawl

Cloudflare’s technical framework letting publishers charge AI crawlers for access, built on the HTTP 402 status code. Content owners get a third option beyond allow-or-block: charge. Cloudflare handles payments and authentication, preventing spoofing.

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ProRata.ai

ProRata.ai is an attribution platform for the generative AI era: it analyses AI outputs, identifies the original sources, and calculates proportional payment for the creators — the same company whose ad product appears under Advertising.

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Publisher Content Marketplace

Microsoft’s Publisher Content Marketplace aims to give publishers a revenue stream by providing AI systems with scaled access to premium content — big tech’s own answer to the licensing infrastructure question.Notes & quotesSee Jonathan Woahn’s Scholarly Kitchen pieces…

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