TraceSignal is the first observability platform with autonomous AI agents that detect anomalies, investigate root causes, and take action without human intervention.
10 specialized AI agents working together to detect, investigate, and resolve issues autonomously
Proactive anomaly detection before users notice issues
Multi-turn investigation and root cause analysis
Groups related alerts and reduces noise by 80%
SLO monitoring and error budget protection
Performance regression detection with trace analysis
Automated incident response with approval gates
Service dependency analysis and blast radius mapping
Log analysis and pattern extraction from unstructured data
Predictive failure analysis 2-4 hours in advance
Incident knowledge base and runbook generation
Traditional monitoring tools weren't built for autonomous operations
Teams spend 30-60 minutes manually investigating issues while users are impacted.
Teams receive hundreds of alerts daily, unable to distinguish critical issues from noise.
Observability costs scale linearly with data, forcing difficult trade-offs.
Understanding how services connect and impact each other requires deep expertise.
Everything you need for autonomous observability
Ask questions in plain English. "Why was checkout slow yesterday?" gets instant answers.
Agents make 5-15 tool calls per investigation, following evidence chains autonomously.
Drop-in replacement for OTel Collector. Zero configuration changes required.
Connect to Slack, JIRA, PagerDuty, Kubernetes, GitHub, and more via MCP.
Live dashboards with P50, P75, P95, P99 latency percentiles per fingerprint.
4-level approval system ensures humans stay in control of critical actions.
Simple deployment, autonomous results
Replace your existing collector with TraceSignal. Works with your current OpenTelemetry setup, no code changes needed.
10 specialized agents begin monitoring your systems, learning normal patterns, and establishing baselines.
Agents detect anomalies, investigate root causes, and take action. You focus on building while they handle operations.
Two builders creating the future of autonomous observability
Passionate about systems and operations. Believes great infrastructure is invisible, and TraceSignal makes sure it stays that way.
Obsessed with elegant code. Believes the best solutions are invisible. Turns complex problems into simple, powerful software.
Join teams who've moved beyond manual monitoring to AI-native operations.