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kovnor

A spend ledger is not a refusal for this team.

Karl-Gustav Kallasmaa, Founder

A spend ledger is not a refusal: A ledger remembers and a limit prevents. Kovnor does both: it records the cost of every result, and at a limit the work stops and asks you. Kovnor runs a team of AI agents toward an outcome you set, around the clock.

A ledger remembers. A refusal prevents. Kovnor keeps the cost of every result beside the work, and its limits refuse the next piece of work when a workspace, project or agent reaches its number. For an agent you run yourself, Kovnor can keep the cost it reports but cannot decline its vendor's charge. Write that distinction into the way the team talks, so nobody imagines a brake that is not there.

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's limits hold for the work Kovnor runs, not for another vendor's account.

Questions

What does Kovnor do about a spend ledger is not a refusal?

A ledger remembers and a limit prevents. Kovnor does both: it records the cost of every result, and at a limit the work stops and asks you. A ledger remembers.

What does Kovnor not do here?

Kovnor's limits hold for the work Kovnor runs, not for another vendor's account.

Who is A spend ledger is not a refusal for?

A team that wants a spend ledger is not a refusal 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.