Over 70% of large organizations say AI is a challenge, so the way to avoid pain when shifting from legacy systems to digital transformation is to follow a proven AI roadmap that quantifies risk, benchmarks ROI, and ties every model to a measurable business outcome. AI Adoption in Digital Transformation