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Software stability scoring

A stability-scoring platform that quantified software and test-suite health — turning subjective release calls into clear, visual, version-over-version decisions.

Outcome
90% more transparency
Outcome
75% faster decisions
Outcome
20% less downtime

Overview

The client couldn't accurately assess software stability: existing methods offered no clear quantification (so versions couldn't be compared), reports lacked visuals, and assessments missed crucial factors — leading to slow, uninformed deployment and resourcing decisions.


The challenge

Our approach

  1. Implemented a platform providing comprehensive, visual stability insights through two scores
  2. Application Stability Score — overall health (average fix time, downtime, failed tests)
  3. Automation Stability Score — test-suite reliability (test success rate, flaky tests)
  4. Used a “variances” technique to filter out false positives for accurate reporting

Results & business impact

Tools & technology

Application Stability Score Automation Stability Score Variance filtering Visual reporting Release analytics

Delivered by NovasIQ teams and advisors across companies. Outcomes are drawn from delivered engagements and have been anonymized; client identity withheld.

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