Monitor your agent's behavior at scale.
Sentry-style monitoring for reliable agents.
We are an applied research lab solving last-mile agent reliability in production.
Our agent behavior monitoring toolkit and solution engineers help teams spot issues they may not know to look for by monitoring production agent behavior, highlighting anomalies, and clarifying where to dig deeper.
The monitoring toolkit that fits your stack.
Each use case can be integrated self-serve or with tailored support from our solution engineering team.
Trace and monitor behavior in production
Monitor agents live by capturing traces and behavioral signals from production, giving you continuous visibility into how they act, evolve, and fail in real scenarios.
"Clear and well-written summary. Covers major conditions and treatments."
"Missed key hospitalization dates and failed to mention prior allergic reactions."
Score agent decisions reliably
Curate golden datasets from production data and define scorers that reflect real outcomes, not brittle LLM judges that break in production.
Data-driven refinement for agent behavior
Use scores, failure patterns, and user outcomes from production to update prompts, context rules, and agent configurations for more reliable behavior.
How top teams use Judgment to unlock agent performance.
How a Legal AI Platform Improves Its Agents with Judgment
Challenge
Autonomous immigration workflows were constrained by manual review, making it difficult to scale agent decisions without sacrificing accuracy or trust.
Outcome
Judgment eliminated the need for constant manual review, enabled 3x faster agent updates, and saved 100+ hours of lawyer time per month.
From Lab to Production.
What we've learned about evaluating, debugging, and improving real-world agents.
Climbing the Hills That Matter
Exploring the challenges with current evaluation methods and proposing a new approach grounded in production data.
Common Questions.
Answers to common questions about us, our approach, and how we can help.
Start monitoring your agent's behavior today.
Work with our team to implement agent behavior monitoring tailored to your use case.