Two to three weeks. Read-only access. A production health assessment built from your Jira, PagerDuty, Slack, and observability data that shows production support costs, recurring incidents, and automation opportunities.
Operational friction, repetitive support toil, and constant pager noise reduce engineering velocity. Our production health assessment shows where support time is spent, what recurring work costs, and where automation can reduce the burden.
Diagnosis often consumes more incident response time than the actual fix.
Our production incident analysis identifies investigation bottlenecks and opportunities to automate repetitive diagnosis workflows.
Pager Desensitization
When multiple alerts fire for a single production incident, on-call teams spend valuable time separating signal from noise. The assessment identifies alert-noise patterns and their impact on incident response.
Kafka lag, pool leaks, OOMKills, and other recurring incidents are often re-diagnosed manually.
The assessment identifies repeatable resolution knowledge that can support SRE automation and agent-assisted workflows.
Senior Staff Interruption
Recurring and complex incidents often escalate to senior engineers, pulling them away from roadmap work. An SRE assessment identifies where better automation and incident workflows can reduce unnecessary escalation.
A comprehensive production health assessment built from your real production telemetry. The report maps support costs, recurring incidents, workflow gaps, automation opportunities, and next steps to reduce MTTR.
Engineering hours consumed by production support, valued at your salary bands. The number for your CFO.
Your top recurring incident types with frequency, resolution time, and quarterly cost each. Most teams have never seen this view of themselves.
Where resolution time actually goes (spoiler: diagnosis), your true alert-noise ratio, your bus-factor risks.
What's missing in your observability, fixes ranked by effort, including quick wins your team can ship without us.
Every incident classified: fully automatable, agent-assisted, or human-only, with agent design specs for the top candidates.
A phased plan with projected recovery in hours and currency, so the next decision is a math problem, not a leap of faith.
We'll email you the full 10-page sample assessment real structure, illustrative data so you can judge the depth before you buy.
A low-friction production health assessment designed for maximum clarity with minimal engineering effort from your team.
Get a comprehensive view of support costs, recurring incidents, and automation opportunities with a fully refundable assessment fee.
Read it, share it internally, sit with it for 14 days. If you don't believe it earned its price, email us and we refund 100% no forms, no calls.
An AI SRE platform can be the right fit for some teams. A production health assessment helps teams first understand their environment, quantify support costs, identify recurring incidents, and determine what should be automated.
Quantify how much engineering time and money your production support consumes across recurring incidents and operational workflows.
Identify your most frequent production incidents, including frequency, resolution time, recurrence, and estimated support cost.
Classify production incidents as fully automatable, agent-assisted, or human-only and identify the highest-value automation opportunities.
Get a phased roadmap showing what to automate next, potential recovery in engineering hours, and estimated cost impact.
Three structured stages engineered to de-risk AI SRE adoption and validate measurable production automation ROI.
Billed fixed price · 2–3 weeks
Billed hourly · 6–8 weeks
Continuous 24/7 coverage
The assessment produces numbers from your own systems not benchmarks.
Common questions about our process data safety, refunds, and deliverables.
Read-only API tokens only. No code access, no agents deployed at this stage.
About 4–6 hours of interview time total, spread across people. Everything else is our work.
Analysis runs in your environment or on redacted exports your choice. We sign your NDA/DPA before touching anything.
Email us within 14 days of delivery saying it wasn't worth it. We refund 100%. We keep the right to ask what missed one email, not a survey.
Your call. Ship the quick wins yourself, take it to another vendor, or run the pilot with us (your assessment fee is credited).