Platform

A flight recorder for the work your agents do.

Assembly instruments the agent, not the model. It works across vendors, across tools, and across the browser — so one estate produces one record.

A flight recorder for the work your agents do.

Observe — a lightweight collector captures every invocation, prompt scope and tool call, vendor-agnostic.

Attribute — runs are tied to a task, a team and the permissions they borrowed.

Verify — deterministic replay reconstructs any run step by step, months later.

Justify — spend measured against completed work, broken down per agent and per team.

Replay

If you cannot replay it, you cannot claim it worked.

Every run is reconstructable: the instruction, the context it pulled, the tools it called and the output that was accepted or amended. It is the difference between a log and evidence.

If you cannot replay it, you cannot claim it worked.
  • Vendor lock-in
  • 0%
    Runs replayable
  • 0d
    Default retention
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Instrument one workflow this week.

No model changes, no prompt rewrites. The collector sits alongside what you already run.
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