Behavioral feedback for AI agents
Your agent shipped.
Its behavior didn't.
BehaviorStudio captures behavioral signals, surfaces the ones that matter, and gives your team the context to fix them. No inference. No guesswork.
The Problem
Three ways agent quality fails silently.
01
Feedback loses context.
Someone notices a bad response. They flag it in Slack. By the time it reaches the team that can fix it, the conversation, the prompt, and the model state are gone.
02
Edits cause invisible conflicts.
A fix to one behavior breaks another. No one sees it until a user complains. The team patches that, and something else regresses. The cycle never ends.
03
Eval suites don't grow.
The evaluation suite tests what worked at launch. The agent's behavior has changed a hundred times since. Every new failure mode is a surprise because no one thought to test for it.
How It Works
Observation to fix. Minutes, not cycles.
Four stages. Full traceability. Every behavioral signal captured, attributed, validated, and resolved before the next deployment.
Stage 01
Observe
Capture behavioral signals in real time. Turn-level annotation, async observation, voice-triggered eval.
Stage 02
Attribute
Trace every observation to source. X-Ray pipeline visibility, skill-level attribution, contradiction detection.
Stage 03
Validate
Predict impact before you ship. Automated regression gates, contradiction engines, auto-generated eval cases.
Stage 04
Ship
Deploy with confidence. Full traceability from observation to resolution. Zero regressions, every cycle.
System architecture
Capabilities
Everything between the observation and the fix.
Nine capabilities that close the loop from behavioral signal to validated resolution.
Turn-level Annotation
Mark any agent response with behavioral feedback at the conversation turn. Context, prompt state, and model output captured together.
Voice Eval Trigger
Trigger behavioral evaluations by voice during live sessions. Flag issues without breaking the conversation flow.
Async Observation Capture
Capture observations after the fact from logs, session replays, or user reports. Every signal gets the same structured context.
X-Ray Mode
Trace any behavior through the full pipeline. See which prompt, tool call, and decision path produced the output.
Skill Attribution
Attribute every behavioral outcome to a specific agent skill. Know which capability owns the fix.
Contradiction Engine
Detect when a fix contradicts existing behavioral standards. Surface conflicts before they ship.
Impact Prediction
Predict downstream impact of a behavioral change before deployment. See affected conversations and eval cases.
Regression Gate
Block deployments that regress resolved behaviors. Automated, not optional. Every fix stays fixed.
Auto-Generated Evals
Every resolved observation becomes an eval case. Your test suite grows with your agent, not against it.
Use Cases
Any agent where behavioral quality has consequences.
Pharmaceutical
FDA labeling compliance for drug interaction agents. Every recommendation traced to source.
Financial Services
Audit trail proving AI-generated advice stayed within regulatory compliance boundaries.
Legal
Catch hallucinated precedent and citation drift before they compound across legal research agents.
Clinical
Turn-level quality detection across thousands of patient-facing interactions daily.
Insurance
Behavioral consistency validation for claims processing agents under regulatory audit.
Enterprise
Behavioral guardrails that scale across teams without slowing deployment velocity.
The Shift
Calibration cycles, not sprint reports.
BehaviorStudio reframes how your team measures agent quality. From reactive to continuous. From guesswork to traceability.
<20 min
Observation to fix
From the moment a behavioral signal is captured to the validated resolution deployed.
0
Regressions per cycle
Automated regression gates ensure every resolved behavior stays resolved. No exceptions.
+25%
Eval growth per cycle
Every observation that gets resolved becomes an eval case. Your test suite grows with your agent.
100%
Edit traceability
Every behavioral change traced from observation to attribution to validation to deployment.
Early Access
Behavioral quality is not optional. Start here.
Join the teams building agents where behavioral quality has consequences.
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