Many enterprise AI initiatives continue to struggle — with 95% failing to deliver ROI due to inadequate data infrastructure and 70% of organizations reporting minimal positive effect on performance — not because organizations lack data, ambition, or tooling, but because the data foundations beneath them are fragile. CRM systems in particular are often assumed to be rich, ready-made inputs for AI. They contain sales activity, service interactions, campaign responses, and […]