... velocity. •Set up an AI‑powered mutation‑guided system to improve and validate AI‑generated unit tests •Integrate mutation‑driven test‑suite hardening into your existing pull‑request workflows •Identify weaknesses in AI‑generated test suites and automatically strengthen them for higher defect detection ...
Analyst(s): Sushant Singhal
Get more from Gartner
Interested in receiving proven business and technology insights, analyst guidance, benchmarks, diagnostics and more? Connect with a Gartner representative to learn more about becoming a Gartner client.
... with human-augmented digital buyer journeys that seamlessly blend human and digital touchpoints. Overview Strategic Planning Assumptions Introduction Market Trend Gartner Recommended Reading Gartner Research ...
... Rapid disruption and growth in the security and risk management market are driven by increases in cybersecurity risks and challenges caused by complex IT environments. Product managers must be responsive to and proactive in addressing these forces to seize broader opportunities. Overview Analysis Gartner ...
... product managers have historically leveraged tech enhancements as their primary growth catalyst. But 2023 market share data reveals that supporting cloud-native personas, supporting PLG and SLG go-to-market strategies, and investing in ecosystem support yielded outsized growth. Overview Analysis Gartner Recommended ...
... This research assesses how the automotive sector is evolving in its ability to monetize software, using data from Gartner’s Digital Automaker Index. Product leaders can use this research to get a holistic view of the automakers and determine their needs in relation to car software. Gartner Research ...
... The GIISST is expected to start declining to reach 1.23 after the sharp increase in 1H20 as there is some recovery in end-market demand leading to a decline in downstream inventory. Companies with semiconductor inventory should apply cautious optimism and align with product realities. Table of Contents ...
... The marketforAI processing chips for edge endpoints will exceed $90 billion by 2030, but the market is highly fragmented by both hardware variety and semiconductor options. Adoption risks are diverse, but semiconductor cost and power consumption priorities are universal. Insights at a Glance Strategic ...
... Throughout 2025, our monthly CIO Perspectives notes showed peers focused on ROI. In 2026, that mandate grows as CEOs expect outcomes, not outputs. As such, CIOs must co‑own results, know the business deeply, and influence peers for business impact. Analysis Research Highlights Gartner Recommended Reading Gartner ...