ai productivity roi models
Why Your 32.6% AI Productivity Bet Is Wrong
AI-driven code generation does not automatically translate into a 32.6% profit lift; the missing piece is the hidden cost of post-code overhead. Companies that rely on headline velocity numbers overlook the labor spent on unit-test creation, dependency alignment, and architectural reviews that shift rather than disappear. This nuance is