How It Works

From alert to resolution
in minutes, not hours.

Production Ops Agent connects to your existing tools, learns your systems, and takes autonomous action when incidents occur.

Four steps to autonomous operations

A simple process that transforms how your team handles production incidents.

01

Connect

Integrate in minutes

Connect Production Ops Agent to your existing observability stack. No code changes, no complex setup: just authenticate and go.

Observability
DatadogCloudWatchNew RelicSplunk
Incident Mgmt
PagerDutyOpsGenieServiceNow
Communication
SlackTeamsJira
5 min
Average setup time
02

Learn

Build system intelligence

The agent maps your infrastructure, understands service dependencies, and learns normal behavior patterns from your historical data.

Topology
Service mappingDependency graphs
Patterns
Baseline metricsAnomaly thresholds
Knowledge
Runbook learningPast incidents
24 hrs
To full system understanding
03

Monitor

Continuous vigilance

Production Ops Agent watches all signals in real-time (logs, metrics, traces, and alerts) correlating data and filtering noise.

Live Reads
14K+ logs/incidentReal-time streaming
Analysis
Pattern matchingAnomaly detection
Correlation
Cross-service linkingAlert grouping
24/7
Autonomous monitoring
04

Respond

Autonomous resolution

When incidents occur, the agent diagnoses root cause, proposes remediation, and either guides your team or executes fixes directly.

Diagnosis
Root cause analysisImpact assessment
Action
Runbook executionAutomated rollback
Communication
Team notificationsPost-mortem drafts
87%
MTTR reduction

Watch a real incident unfold

5 minutes from alert to resolution, on average. What used to take 4.5 hours now happens while you sleep.

production-ops-agent: incident #4821
T+0:00
Alert fires: "payments-service latency spike"
T+0:20
Production Ops Agent acknowledges and begins triage
T+1:08
Reading 14,000 log lines across CloudWatch + Datadog
T+2:00
Root cause identified: memory leak in v2.4.1
T+2:55
Remediation proposed: rollback to v2.4.0
T+3:25
Human approval received via Slack
T+4:30
Automated rollback executed successfully
T+4:58
Post-mortem drafted and team notified
Manual
4.5 hrs
With Agent
5 min

Fits into your existing stack

No rip-and-replace. Production Ops Agent connects to the tools you already use.

Data Sources

Your existing observability and monitoring tools

CloudWatchDatadogNew RelicSplunkPrometheus

Production Ops Agent

AI-powered analysis and decision engine

Signal ReadsPattern AnalysisRoot Cause AIAction Engine

Action Channels

Where remediation and communication happens

PagerDutySlackJiraTerraformKubernetes

Ready to see it in action?

Get a personalized demo and see how Production Ops Agent can transform your incident response.

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