Insights on Software Development & Technical Talent
QAT Global Insights Blog
Explore QAT Global Insights Blog, a dynamic hub for CEOs, engineers, designers, and entrepreneurs. Dive into concise articles covering methodologies, engagement models, modernization, and cutting-edge technologies. Stay updated on industry trends, challenges, and innovative solutions, empowering your enterprise to thrive.
Why AI Demands Upfront Requirements (And Why That’s Actually Progress)
AI software projects need upfront requirements because AI doesn't work like human developers. Unlike humans who ask clarifying questions and intuit context, AI needs explicit intent, structured inputs, clear constraints, and defined acceptance criteria. When these inputs are weak, AI doesn't slow down—it amplifies confusion at high speed, which is why Gartner predicts a 2500% increase in software defects by 2028 from poorly governed AI development.
