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Set KPI baselines in 10 days

A method for baselining latency, reliability, and cost so you can prioritize by impact.

2 min readStratorys Engineering

Most teams track many metrics and still cannot prioritize architecture work with confidence.

The gap is baseline quality.

Decision question

How do you build a 90-day KPI baseline quickly enough to drive execution decisions now?

10-day baseline method

  1. Day 1-2: scope critical workloads Pick the smallest set of user and business-critical paths.
  2. Day 3-4: capture current-state evidence Collect latency distributions, incident frequency, and cost profile by workload.
  3. Day 5-6: identify constraint drivers Map bottlenecks and failure amplifiers across compute, storage, and ownership.
  4. Day 7-8: define target ranges Set realistic 90-day improvements with risk/effort framing.
  5. Day 9-10: publish prioritized backlog Sequence implementation by expected KPI movement and operational safety.

Baseline rules

  • avoid averages for incident-critical latency paths
  • tie each KPI to one accountable owner
  • include measurement method and refresh cadence
  • define stop conditions for low-impact work

KPI target example

  • p95 critical workflow latency: 320ms -> 220ms
  • monthly priority incidents: 8 -> 4
  • cost per million events: -15% without SLO regression

If your team needs this baseline this month, a direct conversation with Stratorys is the fastest entry path.

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