The State of AI in Software Testing 2026
AI Is rewriting the rules of Testing. This Report guides you through a transformative year of AI adoption, rising automation maturity, and smarter, faster, more reliable testing.
AI is becoming the new backbone of software quality
The Real impact of Strategic AI Adoption
See why high-performing teams are moving beyond experimentation to consolidate tools, increase budgets, and secure triple-digit ROI.
Top testing teams aren’t dabbling in AI—they’re doubling down
High-performing engineering orgs make AI a habit, not hype. With 88% raising budgets and 65% using LLMs, leaders integrate AI everywhere to remove friction. It’s paying off: nearly 1 in 5 teams report 100%+ ROI.
One solid AI investment can transform your entire testing pipeline
AI drives value—cutting maintenance & boosting coverage—without tool sprawl. One strong implementation compounds returns: 92% see ROI, and suite optimization makes hitting 100%+ returns 139% more likely.
Get the Full 2026 State of AI in Software Testing Report
Make smarter decisions about your AI investments, team structure, and testing strategy for the year ahead.
