There's a new category of startup that doesn't want to help you work faster. It wants to replace entire departments. Cognition AI, fresh off a $400M Series B led by Khosla Ventures, is the most ambitious bet in that category yet.
What They're Building
Cognition's flagship product, Devin 2.0, is a software engineering agent. But the company's vision goes far beyond code. The new funding will accelerate development of "domain agents" for legal, finance, HR, and customer operations — each capable of handling complete workflows, not just individual tasks.
In a live demo, a finance agent was shown ingesting a company's full accounting data, drafting a quarterly report, flagging anomalies for human review, and sending it for approval — in under four minutes. A human analyst would typically spend two days on the same task.
The Oversight Question
Critics — and there are many — argue that the speed of this transition outpaces our ability to audit agent decisions. A single hallucinated number in a financial report or a misread legal clause could have serious consequences.
"Speed is great. Auditability is non-negotiable," said one risk officer at a major bank, who asked not to be named. "We're watching this space carefully, but we're not deploying anything in our books without a full audit trail."
Cognition's response: every agent action is logged, reversible, and auditable. The human is never fully out of the loop — they're just no longer doing the grunt work.
