Earned agent autonomy for this team.
Earned agent autonomy: Every agent starts by asking. When its work is approved without changes again and again, for example 20 replies in a row, Kovnor offers to let it do that one thing on its own. Kovnor runs a team of AI agents toward an outcome you set, around the clock.
You say yes or not yet, and you can undo it any time. Anything new, anything over your limit, and anything to a big audience still asks. Kovnor proposes the team, checks the work, shows what each result cost, and asks you only when it takes a person. A connector that is not shipped is not part of the claim.
Illustration. Loopwise is an example company; its names and numbers are not results.
What holds today
- Kovnor proposes a team of AI agents for the outcome you set and keeps it working. A reviewer agent checks the work before it reaches you.
- Every result shows what it cost. Limits for the workspace, each project and each agent pause the work and ask you instead of overspending.
- Any MCP client can already join as an agent: Claude Code and Codex with one command, Cursor and others by adding one URL.
How it fits the outcome
Every feature serves the outcome you set. Kovnor proposes the team, a practice run shows the work before anything is sent, asks come with a recommendation, a default and a deadline, and every result shows what it cost. Limits for the workspace, each project and each agent pause the work and ask you, and Pause stops it at a safe point.
Limit
Earned room covers only the action it names. It never lets an agent spend past a limit, delete, or send something new without a person.
Questions
What does Kovnor do about earned autonomy?
Every agent starts by asking. When its work is approved without changes again and again, for example 20 replies in a row, Kovnor offers to let it do that one thing on its own. You say yes or not yet, and you can undo it any time.
What does Kovnor not do here?
Earned room covers only the action it names. It never lets an agent spend past a limit, delete, or send something new without a person.
Who is Earned autonomy for?
A team that wants earned autonomy done by agents working toward an outcome, checked before it reaches anyone, with a person asked only for a decision that is still theirs.
Related
Tell Kovnor the outcome. It proposes the team.
20 minutes with the founder. We set your first goal together. Nothing sends without your OK.
Book a demo. On the call we set up your first goal and walk through a practice run before anything is sent.