Traccia AI - Visibility and Governance for Enterprise AI Agents

AI agents are already taking actions across your enterprise - calling APIs, writing to databases, triggering workflows, and making decisions. Without proper governance, this creates compliance risk, financial leakage, unpredictable behavior, and missing audit trails. Traccia is the governance layer that helps enterprises take AI agents to production with confidence, control, and accountability.

Enterprises face critical challenges with AI agents in production:

• No visibility into actions - Teams don't know what their AI agents are doing
• No accountability - No one knows who owns which agents
• No guardrails - No detection patterns for dangerous behavior
• No cost tracking - Unable to measure AI agent ROI
• No compliance trail - Audit requirements go unmet

These are not theoretical risks. Real-world incidents demonstrate the cost of ungoverned AI agents:

• A 2-agent loop ran for 11 days unchecked, generating $47,000 in costs
• Runaway retry loops silently amplified costs to over $700
• Unattended agents escalated from $187 to $47,000 overnight with no ownership or intervention
• Agents exceeding 15 tool calls indicate stuck loops that silently drain budgets

Traccia transforms each AI agent into a first-class operational entity with:

• Real-time monitoring - Full visibility into every agent action, tool call, and decision
• Ownership attribution - Clear accountability for every agent in your environment
• Policy enforcement - Runtime guardrails that prevent costly loops and unauthorized actions
• Cost attribution - Track spending per agent, per team, and per workflow
• Compliance tracking - Audit-ready trails for every agent interaction

• Loop detection - Identify and halt agents stuck in expensive recursive patterns before costs spiral
• Runtime signals - Monitor agent health and behavior in real time
• Policy controls - Enforce organizational rules on what agents can and cannot do
• Audit readiness - Maintain complete records for compliance and regulatory requirements
• Cost governance - Set limits and track expenditure to prevent financial leakage

Traccia is built for enterprises that are deploying AI agents at scale and need production-grade governance. Whether you are running customer-facing AI workflows, internal automation agents, or multi-agent systems, Traccia provides the visibility and control layer required to operate responsibly.

AI agents don't fail - they keep running. Without governance, a single misconfigured agent can generate thousands in unexpected costs, violate compliance requirements, or take unauthorized actions. Traccia ensures you can scale AI agent deployments with the same operational rigor you apply to any other production system.