Ryan Crochet

AI won’t fix a broken data foundation: It amplifies it

Data modeling is the essential foundation for successful AI implementation, providing the shared semantic definitions required for effective data and AI governance. Without this fo…

Data product reusability: Cut costs & scale AI with 3 key changes

Many organizations waste significant time and resources by rebuilding existing data assets due to poor discoverability and a lack of trust in current datasets. To break this cycle,…

The data modeling generation gap: Why teams are rethinking their tooling strategy

While the core principles of data modeling remain unchanged, the landscape has split into two distinct needs: enterprise-level precision for governance and modern stack collaborati…