The round
Temporal, the Seattle company whose open-source software lets applications recover from failures without custom recovery code, has raised $550m in a Series E at a $12.55bn valuation, it announced on 14 September. That is up from $5bn at its previous round in February, Reuters reported.
Lightspeed led the round, with Wellington Management, Goldman Sachs Alternatives’ growth equity arm and Tiger Global as co-leads, according to Reuters. Accounts advised by T. Rowe Price and SV Angel joined, and returning investors include Andreessen Horowitz, Sequoia, Index, GIC, Sapphire Ventures and Amplify.
Why agents need it
Temporal sells what engineers call durable execution. A program’s progress is recorded step by step, so if a server crashes or a network call fails partway through, the work resumes where it stopped rather than starting over or leaving a job half done.
The idea predates the current AI wave, but long-running agents make the problem more acute. An agent that works for hours across dozens of tool calls, paying for model tokens at every step, is expensive to restart from scratch. Temporal’s customers include OpenAI, Snap, Nvidia and JPMorgan Chase, the company said, and Reuters also named Netflix.

The numbers, as Temporal reports them
The company said its annualised revenue run rate has grown more than 200% in a year; Reuters put it above $250m. Temporal also said it processed 1.9 trillion billable actions in August, 350% more than a year earlier, that it has more than 4,300 paying customers, up 139%, and that installs of its open-source software have passed 43 million. These are the company’s own figures.
Temporal employs about 570 people, according to Reuters, and says it will use the money to expand global operations, develop its core platform, and strengthen enterprise reliability and security.
“Reliability has never been optional, but AI has quickly raised the cost of skipping it, and developers need a foundation built in from day one, not bolted on afterward,” said Samar Abbas, Temporal’s chief executive.

Money moving to the plumbing
Investors are paying up for the infrastructure around models, not only the models. Cognition raised $2bn at a $48bn valuation earlier this month, and OpenAI opened its Codex agent harness to developers as the Agents API. Temporal’s pitch is that whichever agent framework wins, something underneath has to keep long jobs from failing silently.
What to watch
Whether the growth holds as model providers build more orchestration into their own platforms. OpenAI, one of Temporal’s customers, now offers managed long-running agent sessions through its Agents API to many of the same developers.