Agentic SRE
MTTR satisfaction is at 14%. Your observability tools tell you what's wrong — they don't fix it. Your on-call team is burning out fighting the same fires every sprint. We deploy agents that remediate, not just alert.
What It's Costing You
Firefighting is not engineering. Every hour your senior engineers spend triaging repeat incidents is an hour they're not improving reliability — or staying.
- 20–40% of engineer time spent on incident response
- On-call burnout driving senior engineer attrition
- Same incidents repeating every 2–3 weeks (no root cause fix)
- Each major incident: 5–10 hours investigation + 20–50 hours post-incident work
Three Ways In. One Remediation Layer.
Start with an intelligence audit that finds the real alert noise. Scale into a Build that automates the top incidents. Keep a partner who evolves your SRE posture continuously.
Incident Intelligence Audit
One-week diagnostic. Find the incidents worth automating.
- Alert Audit (noise / signal ratio)
- Incident Pattern Analysis
- MTTR Benchmarking
- On-Call Burden Assessment
- Observability Tooling Review
- Runbook Maturity Score
- SLO/SLI Framework Assessment
- Agentic SRE Roadmap
Agentic SRE
Automate remediation for your top 5 recurring incidents.
- Alert consolidation (60–80% reduction)
- AI-assisted triage (enriched pages)
- Automated runbooks for top 5 incidents
- SLO/SLI framework with error budgets
- On-call rotation optimization
- Incident dashboard redesign
Agentic SRE Operations
Ongoing reliability engineering with success-aligned upside.
- 24/7 AI monitoring & anomaly detection
- Runbook evolution & new automations
- Observability cost & coverage tuning
- Proactive architecture recommendations
- Incident review facilitation
- Quarterly reliability reports
The 5-Day Assessment Process
One week of pager data review, alert mining, and incident interviews — so we know exactly where agents will pay back fastest.
PagerDuty / Opsgenie, observability stack, post-incident reports (6 months).
Noise vs. signal. Repeat offenders. False positives. Alerts nobody acts on.
Cluster incidents. Identify top-5 automation candidates with clear runbooks.
Talk to the people carrying the pager. Where does time actually go?
Readout, roadmap, SLO recommendations, Build proposal if fit.
Companies With This Challenge Usually Also Have...
AI Safety & Compliance
Agentic remediation needs policy guardrails. The same policy-as-code layer powers both.
Explore AI Safety & Compliance →Preventive FinOps
Incidents and waste share root causes: no ownership, no gates, no visibility. Fix the control plane once.
Explore Preventive FinOps →