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Download browser console logs and HAR files directly from test results for faster debugging and deeper performance analysis.
23.0.0
Automation Intelligence Summaries
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.
AI-powered run and test summaries for faster failure diagnosis
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.
Step data and input values
Screenshots captured during execution
Flow structure and branching logic
Element interactions
Historical failure patterns across your account
What failed
Where it failed
Why it likely failed
What action to take next
Reduce time spent debugging flaky tests
Identify recurring failure patterns
Improve confidence in CI results
What Automation Intelligence actually does
It generates clear, contextual summaries for failed Runs and Tests directly inside DoesQA.
When a run fails, Automation Intelligence analyses:
Built for real end-to-end test automation
Each summary is specific to your account. It understands the structure of your Flows and Elements rather than producing generic error descriptions.
Automation Intelligence is designed for teams running serious end-to-end testing at scale.
Faster debugging. More predictable releases.
Whether you’re using DoesQA to replace or complement tools like Playwright, Cypress, or Selenium, the challenge is often the same:
Traditional frameworks surface stack traces and logs. But they don’t provide context across your entire testing system.
Security and architecture
It bridges the gap between raw failure output and meaningful diagnosis.
Teams using DoesQA often increase coverage quickly through branching flows and parallel runners.
Where you’ll see it
Automation Intelligence ensures that increased coverage does not increase cognitive load.
The result is not just more tests. It’s coverage you can trust.
A new layer for test automation
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 inside DoesQA. Models and data used for DoesQA AI stay in our UK datacentre, not with third-party AI tools.
The system is purpose-built for DoesQA’s architecture, ensuring predictable behaviour and enterprise-grade security.
Automation Intelligence summaries are available in:
Any new failed run will automatically include a generated summary.
AI Summaries are ready when Automation Intelligence is on. You can turn Automation Intelligence on or off in Settings.
DoesQA AI is powerful but fully optional. Every Flow, Element, and Run still works with AI features off.
Automation Intelligence is not a replacement for good test design.
It reduces the operational cost of failure analysis, so teams can focus on expanding coverage and improving quality instead of interpreting logs.
We will continue expanding Automation Intelligence with deeper cross-run pattern analysis and additional capabilities over time.
