01
Production environment
Your systems generate operational signals.
Services, infrastructure, dependencies, deployments, and user activity continuously produce evidence about system behavior.
How Signal Audit Works
From production signal to operational intelligence.
Signal Audit connects to the observability platforms that already understand your production environment, analyzes incoming signals, preserves their history, and delivers decision-ready guidance directly into your team's workflow.
02
Observability platform
Grafana
Alert lifecycle
Connected
Datadog
Monitor telemetry
Connected
Your observability tools detect meaningful change.
Grafana and Datadog identify abnormal behavior and send the production signal into Signal Audit automatically.
03
Signal Audit
Analyzing production signal
01
Normalize
02
Analyze
03
Preserve
04
Deliver
Signal Audit determines what the signal means.
Vendor-specific telemetry is normalized, analyzed with AI, connected to the signal lifecycle, and stored as persistent operational context.
04
Operational intelligence
Classification
Persistent Degradation
What Matters
Latency and retry activity moved together after deployment.
What To Ignore
Short-lived fluctuations outside the affected service window.
Recommended Action
Review retry policy, downstream health, and timeout configuration.
Your team receives understanding, not another alert.
The output explains significance, identifies risk, removes distractions, and provides a practical next action.
05
Slack delivery
#signal-audit
Elevated latency detected in payments-api.
1 reply
Audit complete
Persistent degradation detected. Review the recent deployment, retry policy, and downstream dependency health.
Operational intelligence reaches the team already responding.
Slack is the delivery destination—not the source of the signal—so teams receive analysis without leaving their existing workflow.
Persistent Signal History
The signal does not disappear after delivery.
01
Received
Production alert recorded
02
Analyzed
Operational meaning established
03
Delivered
Guidance posted to Slack
04
Resolved
Recovery connected to the original signal