Agent Control Room for LLM observability and AI agent monitoring
AI agents will have a vast impact on modern application infrastructure. Agent Control Room is the open-source LLMOps platform dedicated to providing engineering teams with complete trace visibility, OpenAI cost tracking, and LangChain observability.
Agent Control Room is built on hard questions.
See how we're taking on the hardest challenges in AI agent reliability across trace visibility, cost governance, hallucination checks, and real-time safety.
Explore Dashboard CapabilitiesLatest releases
Introducing Trace Visibility 2.0
OpenTelemetry standard traces with sub-millisecond streaming spans, multi-agent DAG parent-child execution threads, and full payload inspection.
Capability detailsIntroducing Cost Intelligence
Real-time model spend breakdown across Claude 3.5 Sonnet, GPT-4o, and Gemini with automated circuit breakers and runaway loop protection.
Capability detailsAnnouncing Guardrail Enforcement
Real-time output scanning, hallucination detection scoring, and sub-2ms PII sanitization built directly into your agent execution pipeline.
Capability detailsAt Agent Control Room, we build tooling to serve agentic intelligence's long-term reliability.
Our mission is to establish transparent observability, rigorous guardrails, and sustainable economics for autonomous AI systems.
Explore Enterprise GuardrailsLive Agent Control Room Dashboard
Click any trace below to inspect OpenTelemetry execution spans, token spend, and active guardrails.
| AGENT & RUN ID | MODEL | TOKENS | COST | STATUS |
|---|---|---|---|---|
support-triage run_8f2a | gpt-4o | 12,481 | $0.038 | Ok |
rag-answerer run_7c1d | claude-3.5 | 31,902 | $0.114 | Ok |
sql-writer run_6b90 | gpt-4o-mini | 8,203 | $0.006 | Warn |
web-researcher run_5a4e | claude-3.5 | 54,117 | $0.203 | Err |
code-reviewer run_4d3b | gpt-4o | 22,190 | $0.068 | Ok |
support-triage(run_8f2a)
Analyze support ticket #4821
Fetch customer subscription history
Draft resolution email
WORKS WITH YOUR FRAMEWORK STACK
Trace Visibility
See every span your agent executes. Tool calls, LLM completions, retrieval steps — all timestamped with full payload details.
Cost Intelligence
Track token spend per run, per model, and per agent. Set financial limits before runaway loops affect your organization.
Guardrails & Safety
Define deterministic safety constraints. Get alerted when agents hallucinate, leak sensitive data, or fail silently.
budget-limit
Max spend < $2.00
hallucination-detector
Score > 0.85
data-leak-preventer
SSN / API Keys check
One line. That's it.
No complex agent rewrites. Drop in a single line of instrumentation and get instant trace telemetry.
from agentcontrolroom.instruments.langchain import ACRCallbackHandler llm = ChatOpenAI(callbacks=[ACRCallbackHandler()])
Simple, transparent pricing.
No hidden usage fees or token markups. Scale telemetry with team confidence.
FREE
- 1,000 agent runs/month
- Full trace visibility
- Cost tracking
- Quality evaluations
- Guardrails & alerts
- Python SDK
PRO
- Unlimited agent runs
- Everything in Free
- Priority support
- Early access to features
- Team workspaces (coming soon)
Cancel anytime · No contracts
Frequently Asked Questions
Learn more about LLM observability, cost tracking, and why Agent Control Room is the best open-source AI gateway.