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Arbiter

One AI agent the whole team steers, with approved decisions it cannot overrule.

Arbiter
Whole team steers one agentEveryone shares the same room, the same agent, the same loop.
Decisions it cannot overruleApproved calls live in a ledger the agent reads but never rewrites.
Redirect it mid runChange course while it works; the newest instruction never silently wins.
Plug in your coding agentsBring your own agents through the ledger keys and run them in the room.

Whole team steers one agentEveryone shares the same room, the same agent, the same loop.

Decisions it cannot overruleApproved calls live in a ledger the agent reads but never rewrites.

Redirect it mid runChange course while it works; the newest instruction never silently wins.

Plug in your coding agentsBring your own agents through the ledger keys and run them in the room.

Arbiter

Try it yourself

Start a room on your own task, or open the seeded demo. For work a team must agree on: sales proposals, project briefs, specs, policies.

Your name (shown to the room)

Start your own room

Give the agent a goal. It researches, plans and drafts toward it, live, and obeys every decision your team approves.

Any shared task: same rooms, permissions, agent and approval flow.

Or open the seeded demo

A ready room with invented sources S1-S7, approved decisions D1-D5 and a demo teammate, Amina. A guided walkthrough drives the whole two-person loop solo in about a minute.

A live agent run: step timeline, a conflict card and the approval gate — A live run catching a conflicting instruction, the way it looks inside a room

The numbers

Measured, not claimed. What the ledger buys over decisions as prose, and what it costs to run.

Decisions respected in the output

Structured ledger94% 62/66

Decisions as plain text86% 57/66

The ledger keeps more of the team's decisions in the final output.

Same model, same prompts. 66 decisions per condition.

Enforceable conflict verdicts

Structured ledger66/66

Decisions as plain text0/66

Only the ledger produces a verdict the server can enforce and block the edit, not just hope the prose behaves.

Verdicts naming the exact decision a server can act on. n=66.

False conflict flags

132 runs, flat

It does not cry wolf.

0 false flags across 132 runs.

Cost per request

Frontier baseline13x

Nemotron-3 Super1x

Frontier-level governance at a fraction of the cost.

Nemotron-3 Super on Nebius Token Factory. ~5.8s median, 17/18 cases.

Who it is for

Any team that must agree on something and then make an agent hold the line.

Sales teamsProposals that stay inside the approved price floor, discount cap and delivery terms, even when a rep says just promise them March.

Agencies and consultanciesClient deliverables bound to the agreed scope and budget, with an audit trail of who approved what.

EngineeringSpecs and PRs checked against the team's architectural decisions. The CI gate and MCP server let Claude Code or Cursor read and respect the rules, never silently override them.

Policy and complianceDocuments that cannot drift from the positions the team ratified, with a tamper-evident log.

Any team steering one agentWhen several people redirect the same agent, the ledger decides whose instruction wins instead of the newest voice.

Your rooms

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Guest identity is per browser (anonymous sign-in). Demo data is synthetic. The agent only proposes; room owners approve.