Despite heavy investment, 95% of generative AI (GenAI) pilots are failing1 and, at the same time, more than 50% of businesses report moderate to severe technical debt that’s expected to reach 75% by 2026 as AI intensifies pressure on already strained systems2. These failures aren’t about AI being...
Nearly all AI conversations start with sweeping promises and buzzword bingo—transformation, automation, reinvention, optimization. Yet most businesses don’t need aspiration; they need a roadmap they can trust. Traditional AI roadmaps have become moving targets: unfocused, unachievable, and rarely tied to the outcomes that matter. What leaders want is a clear, measurable path that shows how AI can deliver ROI in...