Skip to content
kovnor

Approvals are a record, not a fake score for this team.

Karl-Gustav Kallasmaa, Founder

Approvals are a record, not a fake score: Kovnor keeps every approval as a record of who allowed what, and uses it to let an agent act alone on one action. It does not turn approvals into a made-up score. Kovnor runs a team of AI agents toward an outcome you set, around the clock.

Approvals are a record of who allowed what. They are not a score you invent to rank agents against each other. A score implies a measure you tested. Most teams have not. They have a handful of yes and no answers. Keep those answers. Do not smear them into a single grade and route the company on it. The next assignment can look at the relevant approvals. A grade would hide which criterion actually passed.

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.

What Kovnor does with this

Kovnor is built on this idea. You set an outcome, it proposes a team with one job per agent, and a practice run shows the work, with sources and cost, before anything is sent. Agents earn the right to act alone one action at a time. Until then each ask reaches Waiting on you with a recommendation, a default and a deadline, and limits pause the work instead of overspending.

Limit

Kovnor does not rank agents with a grade. It shows which checks passed.

Questions

What does Kovnor do about approvals are a record, not a fake score?

Kovnor keeps every approval as a record of who allowed what, and uses it to let an agent act alone on one action. It does not turn approvals into a made-up score. Approvals are a record of who allowed what.

What does Kovnor not do here?

Kovnor does not rank agents with a grade. It shows which checks passed.

Who is Approvals are a record, not a fake score for?

A team that wants approvals are a record, not a fake score done by agents working toward an outcome, checked before it reaches anyone, with a person asked only for a decision that is still theirs.

Book a demo

Tell Kovnor the outcome. It proposes the team.

Book a demo

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.