Traccia
Observability, Runtime Control & Audit for agents
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What is Traccia?
Traccia is an AI agent observability and governance platform that provides unified visibility, cost attribution, policy enforcement, and compliance evidence for AI agents across multiple frameworks (LangChain, CrewAI, OpenAI Agents SDK, AutoGen, LlamaIndex). It enables teams to monitor agent health, control spending, detect policy violations, and prove compliance through a single dashboard and CLI interface.
Traccia pricing
Pricing model: Freemium
Free tier available (specific pricing for paid tiers not detailed)
Traccia pros
- Framework-agnostic unified agent registry with real-time health monitoring across LangChain, CrewAI, OpenAI Agents SDK, and other frameworks
- Hard-block policy enforcement that stops agents mid-execution to prevent violations, not just alert after the fact
- Accurate cost attribution across 2,500+ models with PII/sensitive data detection and automatic masking
- Compliance-ready evidence export for EU AI Act and HIPAA Controls with built-in audit trails
Traccia cons
- SOC 2 certification still in progress (not yet completed)
- Requires per-framework integration setup; additional configuration needed for policy and governance rules
- Limited pricing transparency on the landing page; free tier details and commercial tier costs not specified
Frequently asked questions about Traccia
What frameworks does Traccia support?
Traccia supports LangChain, CrewAI, OpenAI Agents SDK, AutoGen, and LlamaIndex with OpenTelemetry-native tracing.
Can Traccia detect and block policy violations?
Yes, with 3-tier guardrail enforcement (soft/warning/hard blocks) that can stop agents mid-execution to prevent restricted model use, tool call limits, and cost overruns.
How does cost attribution work?
Traccia computes costs locally at span-end across 2,500+ models, attributing spending to specific agents and tracking input/output tokens by model.
Does Traccia support compliance requirements?
Yes, it exports audit-ready compliance evidence packs for EU AI Act (Articles 12, 14, 50) and HIPAA Controls with PHI inventory and labeled exports.