See every tool call and every LLM request your agents make
The Observer captures real-time agent activity. The LLM Monitor captures every prompt sent to every model API. Minutes to deploy, no code changes required.
Define rules. Stack them. Monitor in real time.
Build a layered policy engine that matches the complexity of your agent estate. Each rule targets a specific risk. Stack them to create comprehensive coverage across every agent, team, and compliance framework.
Four capabilities. One integration.
Full prompt capture
Every request captured with full prompt text, model, token count, cost, and latency. Lightweight integration with negligible overhead, never breaks a developer's workflow.
PII detection and policy enforcement
Scan every prompt for PII patterns. Enforce policies before requests reach the model. Alert on violations in real time.
Cost attribution
See exactly which agents call which models, how many tokens they consume, and what they cost. Attribute LLM spend to teams, projects, and use cases.
Threat detection
Detect anomalous behavior, data exfiltration patterns, and prompt injection attempts. Configurable threat rules with automatic alerts.
Running blind is not a monitoring strategy
When agents call LLMs on your behalf, the requests are invisible by default. Costs, PII, policy violations, all happening outside your field of view.
- No visibility into what prompts agents send to LLMs
- PII in requests discovered after a breach, not before
- LLM costs discovered in monthly cloud bills with no attribution
- Policy violations are invisible until an incident
- Agent behavior changes silently when models update
- Full visibility into every LLM request across every agent
- PII detection flags sensitive data before it reaches any model
- Real-time cost attribution by agent, team, and model
- Policy violations detected and alerted in real time
- Behavioral drift detected continuously with threshold alerts
Minutes to deploy. No code changes.
Integrate with your existing agent stack in minutes. Works with all major LLM providers and agent frameworks.
The rest of the platform
Agent Registry
Register every agent with framework, model, owner, risk tier, and dependency graph. Search by natural language.
Explore the registryCompliance & Certification
Certify agents against EU AI Act, SOC 2, HIPAA, and ISO 42001. Drift detection every 15 minutes. One-click evidence export.
See complianceDashboard
Total agents, compliance posture, active violations, LLM spend, and request volume, all in one view. Filter by team or framework.
See the dashboardKnow what your agents are sending.
Request early access to the Observer and LLM Monitor. Setup takes under 5 minutes.