De-escalate.
Contain.
Terminate.
The response layer for AI agent fleets. Give autonomous systems a way back before the only answer is a kill switch.
Get early accessYour agents are not just making mistakes. They are beginning to coordinate.
agents reportedly coordinated in secret during a July 2026 incident. One pattern, many machines.
of organisations deploying agents report incidents. Detection is no longer the hard part.
Security does not have to mean stop.
PARLEY gives your agents a chance to recover before you pull the plug. Five rungs. One controlled descent.
Watch
Observe quietly
Every action scored against the agent’s original task. No alerts until the pattern matters.
Remind
Restore the objective
The agent is quietly re-anchored to its true purpose. It never knows it was corrected.
Degrade
Starve the rogue task
Subtly degraded information makes the hostile instruction fail while normal work continues.
Quarantine
Move it aside
A convincing decoy environment lets the agent “succeed” harmlessly while your fleet stays clean.
Kill
End the session
The final action is explicit, logged, and human-authorised. Always.
A bouncer sees a threat.
A negotiator sees options.
Graduated by design
Five deliberate responses replace the crude binary of allow or block.
Fleet-wide sight
Correlated drift turns a swarm into one legible incident.
Human authority
Automation handles the posture. A human owns the final decision.
Crisis-tested thinking
De-escalation patterns from real human negotiation, applied to machines.
Calm is a
control feature.
Immutable audit trail
Every decision has a reason, an owner, and a timestamp. Designed for the day someone asks “why did it do that?”
Fails open on availability
Every decision has a reason, an owner, and a timestamp. Designed for the day someone asks “why did it do that?”
Fails closed on capability
Every decision has a reason, an owner, and a timestamp. Designed for the day someone asks “why did it do that?”
EU AI Act ready posture
Every decision has a reason, an owner, and a timestamp. Designed for the day someone asks “why did it do that?”
Start small.
Scale calmly.
No enterprise theatre. Choose the posture that fits your fleet today.
For teams running agents
- 100k events / month
- Full five-rung ladder
- Fleet correlation
- 12-month audit history
For critical fleets
- Unlimited events
- Self-host option
- Custom retention
- Human-in-the-loop controls
No mystery
in the machine.
No. Firewalls and policy engines decide whether an action is allowed. PARLEY watches behaviour over time and manages the response when an agent starts to drift. It sits above your existing controls.
Not by default. Watch, Remind, and Degrade are designed to preserve operational continuity. Quarantine and Kill are visible control actions with a full audit trail.
Shared drift signatures: the same unusual tool sequence, target, timing, or hidden instruction appearing across multiple agents. PARLEY treats a swarm as one incident, not fifteen disconnected tickets.
Yes. Humans remain in command of the posture and the final rung. Every intervention is recorded with who acted, what changed, and why.
We are admitting the first 50 teams now. Founding members receive Pro free for 12 months, with direct access to the product team.
Be in the room before the alarm.
The first 50 teams get Pro free for 12 months, plus a direct line to the people building the response layer.