Agent executions
Trace individual runs end-to-end. See inputs, outputs, tool calls, and latency breakdowns for every agent invocation.
Runtime Monitoring
Know what your AI agents are doing. Right now.
Traditional APM tools were built for request-response services. They track HTTP status codes and p99 latency. They do not understand agent executions, model invocations, tool chains, or behavioral drift.
Octic provides runtime observability purpose-built for AI infrastructure. Trace every agent execution. Monitor every model call. Detect anomalies as they happen — not at the next quarterly review.
01 — What Octic monitors
Four signal layers. Full runtime picture.
Model calls
Track which models are being called, by which agents, how often, and at what cost. Surface unauthorized model usage instantly.
Data flows
Map the data that passes through every agent — where it originates, what transformations occur, and where it ultimately lands.
Anomaly detection
Behavioral drift, unexpected tool calls, policy violations, and volume spikes are flagged in real time — before they become incidents.
Industry data
Organizations with security AI and automation detect and contain incidents 98 days faster on average.
IBM Cost of a Data Breach Report, 2024
02 — How it works
Runtime intelligence, not runtime logs.
Continuous, not periodic
Traditional monitoring runs on a schedule. Daily scans. Weekly reports. Quarterly audits. By the time a report surfaces, the landscape has shifted.
Octic monitors agent behavior continuously. Every execution is captured, evaluated, and scored as it happens. Drift is detected in minutes, not months. This is runtime observability — not a retroactive postmortem.
Context-rich traces
A log line tells you something happened. A trace tells you the full story — the prompt that triggered the execution, the tools the agent invoked, the model it called, the data it accessed, and the response it returned.
Every agent execution in Octic is captured with full context. Drill down from fleet-level dashboards to individual runs in the agent run explorer.
From signal to action
Observability without response is just a dashboard. When Octic detects an anomaly — a policy violation, unexpected data access, behavioral drift — remediation agents can propose specific fixes.
Quarantine an unsanctioned agent. Rotate exposed credentials. Update a misconfigured policy. Every action requires human approval. You get the speed of automation with the judgment of your team.
03 — Go deeper
Explore the product.
See what's running in your AI stack.
Get a live map of every AI agent, MCP server, and API endpoint in your environment — in under 30 minutes.
Book a demo