Calculate the Cost of
Fragile Automation
Automation should reduce cost — not create hidden maintenance overhead. See how much your organization could save with adaptive, self-healing validation.
Most teams underestimate the real cost
Hidden costs include engineering hours spent fixing broken tests, flaky regression debugging, CI pipeline delays, manual fallback testing, and delayed releases.
It's instability. Let's quantify it.
Enter your automation metrics
Fill in your current numbers to see your estimated annual automation instability cost.
Your ROI results will appear here
Fill in your automation metrics on the left and click Calculate.
Beyond direct cost savings
Adaptive validation delivers strategic advantages that compound over time.
Stable CI Pipelines
Predictable regression runs every commit. Less noise, faster feedback, higher confidence at merge.
Reduced Release Anxiety
Teams deploy with confidence instead of dreading the next automation breakdown.
Faster Feature Deployment
Engineers spend time shipping product instead of maintaining test infrastructure.
Higher Team Confidence
When automation is reliable, QA teams trust it. Manual fallback becomes unnecessary.
Less Firefighting
Self-healing execution handles UI changes automatically. No emergency patches for broken selectors.
Automation as a Growth Multiplier
Stable automation accelerates releases — turning QA from a bottleneck into a velocity enabler.