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Runtime intelligence for AI agents

FriskAI is the runtime intelligence platform for AI agents. It gives enterprises a clear understanding of what their AI agents are doing in production, so they can deploy AI with confidence.

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FriskAI platform overview showing agent traces and behavioral dashboard
Capture

See every action your agents take

FriskAI wraps your agent runtime and records a structured trace of every action your agents take in production: tool calls, arguments, outputs, and timing. A few lines of setup, no changes to your agent logic, and no blind spots.

  • Python and TypeScript SDKs
  • Native adapters for LangChain, Claude Agent SDK, and Strands
  • Near-zero performance overhead on every tool call
  • Works with any agent architecture, custom or framework-based
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FriskAI SDK instrumentation showing trace capture
Understand

Understand what your agents actually do

FriskAI turns raw traces into a clear behavioral picture. See which tasks your agents run, which tools they depend on, and when their behavior shifts from one version to the next.

  • Per-agent behavioral profiles with task and tool breakdowns
  • Change detection across agent versions and deployments
  • Behavioral dashboards your whole team can read
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FriskAI behavioral dashboard showing agent task and tool usage
Detect

Catch unexpected behavior before it becomes an incident

FriskAI continuously watches for behavior that breaks from the norm. No rules to write, no thresholds to tune. When an agent does something it should not, you see it right away.

  • Scope Deviation: single-record to bulk operations
  • Operation Deviation: reads shifting to writes, deletes, or permission changes
  • System Deviation: access outside the agent's normal system footprint
  • Argument and Volume Anomalies surfaced automatically
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FriskAI anomaly detection feed showing behavioral anomalies
See it in action

Walk through the platform with our team

Instrument a sandbox agent and walk through behavioral traces and anomaly detection with our team.