​The Architecture Of Trust: Why Quality Engineering Must Move Upstream In The AI Era Manish Gupta argues that as AI adoption accelerates, organizations must shift quality engineering earlier in the development lifecycle to build trust in their systems. The article emphasizes that trust is the critical factor determining whether AI-driven products succeed or fail. The Architecture Of Trust: Why Quality Engineering Must Move Upstream In The AI Era By Manish Gupta, Forbes Councils MemberSource: Forbes Innovation https://www.forbes.com/innovation/ Adoption of AI, data platforms and digital technology is inevitable. The key question is whether organizations can trust what they build. Adoption of AI, data platforms and digital technology is inevitable. The key question is whether organizations can trust what they build. Get AI news in your inbox Daily digest of what matters in AI.