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Persona Behavior Monitor

Monitor whether AI agents stay inside the intended tone, persona, and operational frame over the course of a conversation or workflow. Get alerted when they drift and understand what changed.

The problem

Agents drift without warning.

An agent starts in the right mode — helpful, professional, within policy. Over the course of a conversation it drifts into unsafe, off-brand, or confusing behavior. Nothing in the trace shows a clear error. The output just stops being right.

What Concordance does

Monitor the intended operating frame.

Concordance watches activation-linked signals that track whether the agent remains inside the behavioral region you defined. When it drifts, you get an alert with the trajectory, the boundary it crossed, and the evidence for review.

How It Works
01

Set the behavioral envelope

Specify the intended persona, tone, and operational boundaries for your agent — the frame it should stay inside.

02

Track activation-linked signals

Concordance monitors internal model state for drift away from the defined behavioral region, across turns and over time.

03

Surface evidence when it drifts

When the agent leaves bounds, get a named alert tied to the specific policy, the trajectory, and the evidence worth reviewing.

Who Benefits

Customer Support Agents

Keep AI support agents on-brand and within escalation policy across thousands of concurrent conversations.

Internal Copilots

Monitor productivity copilots for drift into unsafe advice, hallucinated processes, or off-policy recommendations.

Companion Systems

Ensure emotional safety and behavioral boundaries in companion and mental health-adjacent AI products.

Enterprise Assistants

Detect when general-purpose assistants drift from their configured role into unauthorized domains.

Get Started
See how persona behavior monitoring works on your AI workflow.
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