Vanity metrics create false confidence

Teams often track commits, story points, and release counts while ignoring outcomes that matter to stakeholders. Good KPIs connect platform behavior to operational and revenue impact.

KPI categories to track

  • Adoption: active users, feature usage depth, retention.
  • Operations: task completion time, error rates, rework reduction.
  • Commercial: lead conversion lift, cost-to-serve reduction, revenue velocity.
  • Reliability: uptime, incident frequency, mean time to recovery.

Set baseline before launch

Measure current process performance first. Without baseline, post-launch improvements are hard to verify and harder to communicate to decision-makers.

Review cycle

Establish monthly KPI reviews with shared ownership between product, operations, and leadership. Metrics should guide roadmap decisions, not just reporting slides.