The unified control plane that discovers, monitors, and governs all AI agents across your organization — regardless of framework or vendor.
Or request early access →“Within two years, 50% of organizations will have deployed AI agent management platforms to govern their autonomous AI systems.”
— CIO Magazine, 2026
Complete visibility and control over your AI agent ecosystem — from discovery to governance.
Auto-discover all AI agents running across your organization. Detect shadow agents, maintain a living inventory, and monitor health in real time.
GPU-accelerated ML models that detect behavioral drift, cost anomalies, reliability decay, and security threats in real time.
Token-level spend attribution by team, project, and agent. Budget guardrails, model routing optimization, and ML-powered forecasting.
Policy-as-code framework for agent behavior. EU AI Act audit trails, HITL approval workflows, and NHI management.
Three converging forces are making AI agent governance an urgent enterprise priority.
The EU AI Act enforcement deadline is approaching. Organizations deploying AI agents in the EU must demonstrate governance, audit trails, and risk classification.
Non-human identities now outnumber employees 144-to-1. Most organizations have no visibility into which AI agents are running, what they're doing, or what they cost.
Token spend is growing exponentially but is unattributed. Teams can't see what they're spending, finance can't forecast, and nobody owns the budget.
A single pane of glass for every AI agent in your organization.
MeshAI is purpose-built for AI agent governance — not adapted from legacy tools.
| Capability | MeshAI | Datadog / Splunk | Manual / Scripts |
|---|---|---|---|
| Agent Discovery | ✓ | — | — |
| Shadow Agent Detection | ✓ | — | — |
| ML Anomaly Detection | ✓ | ~ | — |
| Token-Level Cost Attribution | ✓ | — | — |
| EU AI Act Compliance | ✓ | — | ~ |
| Policy-as-Code | ✓ | — | — |
| NHI Management | ✓ | — | — |
| Framework Agnostic | ✓ | ✓ | — |
Framework-agnostic by design. MeshAI integrates with every major agent framework and AI provider.
The AI agent management market is projected to grow 6x in the next four years as enterprises move from experimentation to production deployment.
Join enterprises building responsible, observable, and cost-efficient AI agent operations.
Be the first to know when we launch. Early access for waitlist members.