AI-powered run and test summaries for faster failure diagnosis
When a test fails, the real cost is rarely the failure itself.
It’s the time spent working out what actually happened.
Teams dig through logs. Scroll through screenshots. Re-run tests. Compare flows. Ask around. Context gets rebuilt manually, step by step.
Automation Intelligence removes that operational drag.
It generates clear, contextual summaries for failed Runs and Tests directly inside DoesQA.
No log diving.
No guesswork.
Just the information you need to act.
What Automation Intelligence actually does
When a run fails, Automation Intelligence analyses:
Step data and input values
Screenshots captured during execution
Flow structure and branching logic
Element interactions
Historical failure patterns across your account
It then produces a concise explanation of:
What failed
Where it failed
Why it likely failed
What action to take next
Each summary is specific to your account. It understands the structure of your Flows and Elements rather than producing generic error descriptions.
Built for real end-to-end test automation
Automation Intelligence is designed for teams running serious end-to-end testing at scale.
Whether you’re using DoesQA to replace or complement tools like Playwright, Cypress, or Selenium, the challenge is often the same:
Test failures are expensive to interpret.
Traditional frameworks surface stack traces and logs. But they don’t provide context across your entire testing system.
Automation Intelligence does.
It bridges the gap between raw failure output and meaningful diagnosis.
Faster debugging. More predictable releases.
Teams using DoesQA often increase coverage quickly through branching flows and parallel runners.
But scale introduces another problem: volume.
More tests means more potential failures.
Automation Intelligence ensures that increased coverage does not increase cognitive load.
It helps teams:
Reduce time spent debugging flaky tests
Identify recurring failure patterns
Improve confidence in CI results
Keep feedback loops fast
The result is not just more tests.
It’s coverage you can trust.
Security and architecture
Automation Intelligence is built entirely in-house.
It is trained on data from over 5 million test runs and tens of millions of executed steps within DoesQA.
All processing happens within DoesQA’s controlled environment. No third-party AI tooling is used to analyse your test data.
The system is purpose-built for DoesQA’s architecture, ensuring predictable behaviour and enterprise-grade security.
Where you’ll see it
Automation Intelligence summaries are available in:
Single Run view
Single Test view
Any new failed run will automatically include a generated summary.
There is no setup required.
No configuration.
No upgrade needed.
It is available to every DoesQA account.
A new layer for test automation
Automation Intelligence is not a replacement for good test design.
It’s a force multiplier.
It reduces the operational cost of failure analysis, so teams can focus on expanding coverage and improving quality instead of interpreting logs.
This is the foundation.
We will continue expanding Automation Intelligence with deeper cross-run pattern analysis and additional capabilities over time.