AgentOps gives you continuous observability, evaluation, and governance for production AI agents - so you can trust what they do, catch when they drift, and prove compliance.
The AgentOps Challenge
Traditional monitoring tells you IF your systems are running. AgentOps tells you WHAT your agents are deciding, WHY they made that choice, and WHETHER that choice was appropriate. This is the difference between uptime monitoring and decision governance.
Four Pillars of AgentOps
Continuous Evaluation
Not just testing before deployment. Evaluate agent quality in production based on behavior, accuracy, and adherence to policy. Powered by AWS Bedrock AgentCore Evaluations.
Semantic Telemetry
Go beyond logs. Capture the meaning of agent actions - what decision was made, what context was considered, what alternatives were rejected. Full decision lineage.
Drift Detection
Agents evolve as data changes. Detect when agent behavior drifts from defined policies. Alert before small deviations become compliance violations.
Graduated Containment
When an agent goes off-policy, don't just kill it. Throttle autonomy, require human approval, or restrict tool access. Proportional response, not binary shutdown.
Built on Monitory
AgentOps is powered by Monitory, our observability platform purpose-built for agentic systems. Monitory integrates with AWS CloudWatch, Bedrock AgentCore, and your existing monitoring stack.
Learn about MonitoryWho Needs AgentOps
- Organizations running 5+ production agents
- Regulated industries (financial services, healthcare, government)
- Any team where agent decisions have financial or legal consequences
75% of enterprise leaders say security, compliance, and auditability are the most critical requirements for agent deployment.
Get AgentOps for Your Agents