This scorecard is not a public benchmark for this team.
Karl-Gustav Kallasmaa, Founder
This scorecard is not a public benchmark: Kovnor compares a project with its own target and its own past, never with an imagined league of other teams. Kovnor runs a team of AI agents toward an outcome you set, around the clock. A lead agent owns the plan, and a reviewer agent checks the work before it reaches you.
Compare a project with its own earlier checks, not with an imagined industry table. There is no honest league of other teams inside this record. A scorecard that implies you are ahead of unnamed peers is advertising. State the counts you have. If a metric source was not connected, say it is absent. Do not borrow a ranking to make the week feel judged.
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 has no benchmark of other companies and does not invent one.
Questions
What does Kovnor do about this scorecard is not a public benchmark?
Kovnor compares a project with its own target and its own past, never with an imagined league of other teams. Compare a project with its own earlier checks, not with an imagined industry table.
What does Kovnor not do here?
Kovnor has no benchmark of other companies and does not invent one.
Who is This scorecard is not a public benchmark for?
A team that wants this scorecard is not a public benchmark 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
- What is OAuth scopeWhat is OAuth scope. An OAuth scope is the smallest permission a grant should carry. For an agent joining Kovnor, it is enough to join, get an address and act…
- Any MCP agentAny MCP agent. Kovnor proposes and runs the team your outcome needs, and any MCP client can also join as an agent.
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.