Before analytics can drive impact, sell-side firms need the right data foundation. That means consistent client records, full engagement tracking, centralized storage, smart research tagging, and clear client segmentation. Without these basics, even the best tools fall short. Strong foundations turn content into commercial results—and make monetization strategies scalable.