Reliability Snapshot

Your reliability posture,
quantified and actionable

Reliability Snapshot distills incident load, SLO burn rates, error budgets, and historical performance into a single reliability score for every service. Know exactly where you stand against your targets, where your error budget is being consumed fastest, and which services need investment before they breach.

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app.novaaiops.com · Reliability Snapshot
● LIVE
Nova AI Reliability Snapshot
Score
Reliability score
Live
SLO burn rate
%
Error budget tracking
30d
Historical comparison
Reliability Score

One number that tells you how reliable your platform is

Reliability Snapshot computes a composite reliability score from uptime, incident frequency, MTTR, error rates, and SLO compliance. The score updates in real time and is broken down by service, team, and tier, so you can see which areas are pulling the score down and prioritize engineering investment where it matters most.

  • Weighted scoring: critical services carry more weight in the composite score than internal tools
  • Team-level breakdown: see reliability scores per engineering team to drive accountability and improvement
  • Trend line: track your reliability score over weeks and months to measure engineering investment impact
app.novaaiops.com · Reliability Score
Reliability score dashboard
SLO Burn Rate & Error Budget

Know exactly how fast you're burning through your error budget

For every SLO you define, Reliability Snapshot tracks the burn rate in real time. A burn rate of 1x means you'll exhaust your error budget exactly at the end of the window. A burn rate of 3x means you'll run out in a third of the time. Alerts fire at configurable burn rate thresholds so you can slow down deployments or allocate engineering time before the budget runs out.

  • Multi-window burn rate: track 1-hour, 6-hour, and 30-day burn rates simultaneously for fast and slow burns
  • Budget remaining visualization: a gauge shows how much error budget remains with projected exhaustion date
  • Burn rate alerts: configurable alerts at 2x, 5x, and 10x burn rates trigger escalation before budget exhaustion
app.novaaiops.com · SLO Burn Rate
SLO burn rate tracking
Historical Comparison

Compare this month's reliability against any prior period

Overlay your current reliability metrics against last month, last quarter, or any custom date range. See whether incident frequency is trending up or down, whether MTTR is improving, and whether your SLO compliance rate is getting better or worse. Historical comparison turns gut feelings about reliability into data-backed assessments.

  • Period-over-period comparison: compare this sprint, month, or quarter against the previous one
  • Incident load tracking: chart incident count, severity distribution, and affected services over time
  • Executive reports: auto-generated reliability reports for leadership with trend analysis and recommendations
app.novaaiops.com · Historical View
Historical reliability comparison

Quantify your reliability and protect your error budget

Reliability Snapshot gives your team a single reliability score, SLO burn tracking, and historical comparison across every service.

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