CEO Aiman Ezzat claims companies must modernize legacy IT infrastructure before deploying artificial intelligence at scale. This prerequisite creates a multi-year demand surge for consulting services. Capgemini expects firms to prioritize data cleanup and cloud migration. Practitioners should anticipate a shift toward foundational technical debt reduction before implementing advanced generative AI tools.