Sustainability and product quality outrank cost reduction as top measurable AI outcomes in physical systems.
CAMBRIDGE, Mass., March 16, 2026 /PRNewswire/ — A new report by MIT Technology Review Insights finds that product engineering leaders are scaling artificial intelligence cautiously, prioritizing verification, measurable outcomes, and first-time-right performance over rapid transformation.
The report, "Pragmatic by design: Engineering AI for the real world," is produced in partnership with L&T Technology Services (LTTS) and is based on a survey of 300 product development, engineering, and technology leaders conducted in December 2025 and January 2026. All respondents are based in the United States and represent organizations with annual revenue of $500 million or more across 16 industries. The research also incorporates in-depth interviews with senior executives and industry experts.
Speaking at the launch of the report, Amit Chadha, CEO and managing director for L&T Technology Services, observed, "AI is moving beyond experimentation, becoming an integral part of how next-gen products are designed, engineered, and validated. Our current collaboration with MIT Technology Review Insights highlights how global engineering leaders across industries are adopting AI pragmatically – prioritizing reliability, driving measurable outcomes, and ensuring ‘first-time-right’ performance in physical systems. We see this shift accelerating as organizations continue to embed AI in the product lifecycle for enhanced quality, sustainability, and innovation across complex engineering environments."
The key findings from the report are as follows:
"AI adoption in product engineering follows a different logic than in purely digital environments," says Laurel Ruma, global director of custom content for MIT Technology Review Insights. "Where outputs shape physical systems and cannot be rolled back, leaders are prioritizing reliability, governance, and measurable outcomes. The organizations that scale successfully will be those that embed trust early and treat governance as an enabler of performance."
To download the report, click here.
For more information please contact:
Natasha Conteh
Head of Communications
MIT Technology Review Insights
natasha.conteh@technologyreview.com
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About MIT Technology Review Insights
MIT Technology Review Insights is the custom publishing division of MIT Technology Review, the world’s longest-running technology magazine, backed by the world’s foremost technology institution—producing live events and research on the leading technology and business challenges of the day. Insights conducts qualitative and quantitative research and analysis in the U.S. and abroad and publishes a wide variety of content, including articles, reports, infographics, videos, and podcasts.
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