Enterprise-grade orchestration, cost governance, and security for autonomous AI agents — across LangGraph, CrewAI, AutoGen, and every framework your teams deploy.
Enterprise agent fleets are multiplying faster than governance can keep up. The consequences are already visible.
Token spend spiraling across departments. Runaway loops generating thousands of dollars in charges before anyone notices. Finance sees no breakdown. Engineering has no alerts.
Prompt injection goes undetected. Agents leak information between systems. No audit trail for who authorized what. Compliance teams can't get answers when regulators come calling.
None of them talking to each other. Overlapping tasks. Contradictory decisions. No shared context. Agent A doesn't know what Agent B just did — and neither do you.
FleetOps AI sits above your existing frameworks and gives you enterprise-grade command over every autonomous agent in your organization.
Track token spend per agent, per department, per model. Set budget thresholds. Get alerts before costs spiral. Full attribution from API call to business outcome.
SOC2 and GDPR-ready guardrails baked in. Policy enforcement across every agent. Full audit trails. DLP enforcement. Configurable human-in-the-loop approval gates for high-risk actions.
Works with LangGraph, CrewAI, AutoGen, and your custom frameworks. One unified dashboard, one policy layer, one audit trail — regardless of what your agents are built on.
Flag high-risk decisions for human review. Configurable escalation policies. Approve, reject, or redirect any agent action before it completes. You stay in command.
In 2026, enterprises have deployed thousands of autonomous AI agents across Finance, HR, Compliance, and Supply Chain. Built on LangGraph, CrewAI, AutoGen, and custom stacks. Running without oversight.
The result is predictable: API costs spiral, agents make unauthorized decisions, data leaks go undetected, and no one has a complete picture of what's actually running in production.
The agentic enterprise is here. The infrastructure to run it safely isn't.
Single-pane-of-glass view across LangGraph, CrewAI, AutoGen, and custom agents. See every active agent, its current state, token consumption, and error rate — in real time.
Per-agent, per-team, per-department token budgeting with real-time spend dashboards. Alert thresholds. Anomaly detection. No more runaway API bills going unnoticed until end of quarter.
SOC2-ready. GDPR-aligned. DLP enforcement, prompt injection detection, RBAC, and full audit trails for every agent decision. Configurable human-in-the-loop approval gates.
Task routing, agent handoffs, and cross-framework coordination. Define which agents can talk to which systems, enforce circuit breakers, and manage escalating autonomy thresholds.
Step-level trace playback. See exactly what each agent decided, what tools it called, what context it used, and why it produced a given output. Debug production agents without re-running them.
Automated operational intelligence — surface idle agents, latency spikes, API rate limit hits, and retry loops before they cascade into system failures or SLA breaches.
FleetOps AI is an API layer that wraps your existing agent frameworks. No rip-and-replace. Deploy our monitoring sidecar alongside LangGraph, CrewAI, or AutoGen — and gain fleet-wide observability within hours.
No surprise bills. No per-seat surprises. Predictable cost for predictable fleets.
For teams scaling agent fleets with real operational needs.
For organisations that need guarantees, not guidelines.
Join the enterprises that know exactly what their AI is doing.
No commitment. No credit card. Just answers.