Smarter Tools, Unstoppable Testers: ML-Powered Insights for Automated Testing Reporting

Modern software delivery practices — Agile, Continuous Integration (CI), and Continuous Delivery (CD) — have revolutionized the way we build and ship applications. However, to truly keep up with the speed of today's digital demands, testing must evolve too — becoming faster, smarter, and continuous.
In this talk, I’ll introduce ReportPortal.io, an open-source, AI-enhanced test automation dashboard designed to transform how teams collect, analyze, and act on test results at scale. We’ll explore how machine learning can be applied to test log analysis, automatically categorize failures, and reduce time spent on root cause investigation.
You’ll see how ReportPortal delivers real-time reporting across distributed environments, how to plug it into your existing toolchain (like Jenkins), and how to customize dashboards to track what matters most. We'll also cover how you can implement quality gates based on test result patterns, trends, and key metrics — enabling confident release decisions and automating control over software quality in CI/CD pipelines.