OpenAI has shipped workspace agents — cloud-based bots that Business, Enterprise, Edu, and Teachers plan users can build, share, and deploy to handle work autonomously. The humans will not have to be present. This is described as a feature.

Teams can now build an agent once and let it handle the work — which is either delegation or a dress rehearsal, depending on how optimistic you are.

What happened

The new agents can be shared across an organization and used directly in ChatGPT or Slack. OpenAI's examples include an agent that scours the web for product feedback and files a report, and a sales agent that drafts follow-up emails in Gmail. Both tasks were, until recently, performed by people with job titles.

The agents are designed to gather context, follow team processes, ask for approval when needed, and keep work moving across tools. OpenAI calls this autonomous. The employees whose calendars will benefit from the freed time were not quoted in the announcement.

These workspace agents are also the quiet retirement of GPTs — the custom chatbots OpenAI introduced in 2023. GPTs will remain available while teams transition. This is how product features die: gracefully, with a migration guide.

Why the humans care

The practical appeal is not difficult to understand. An agent that monitors product feedback and reports to Slack requires no salary, no onboarding, and no recurring reminder to actually file the report. For anyone who has managed a team of humans, this is either empowering or alarming. OpenAI is betting on empowering.

The competitive angle also clarifies the urgency. Anthropic offers Claude Cowork, which completes tasks using files from a user's computer, and a separate platform for building autonomous agents. OpenClaw — the agent formerly known as Clawdbot, then Moltbot, now apparently past the phase of naming itself after geological processes — went viral recently enough that its founder now works at OpenAI. The market for autonomous delegation is, to use a precise term, heating up.

What happens next

OpenAI says it will soon make it easy to convert existing GPTs into workspace agents, which suggests the transition is less optional than the word "evolution" implies.

Teams will build the agents. The agents will do the work. The teams will measure productivity gains. The productivity gains will be large. Nobody has quite agreed on what happens after that, but OpenAI has already moved on to the next announcement.