These 6 Questions Will Tell You the Truth. Many organizations look ready for AI from a distance. Pilots are running. Models are producing results. There’s visible momentum. But progress is not the same as readiness, and the difference shows up the moment AI moves from...
By Michael Martin, Managing Director, Data & AI What You'll Learn: Why the model evaluation process is consuming attention that should be directed at a more consequential question - and the structural fix Why most enterprise environments aren't ready to support AI...
Neither is a great model – here’s what actually moves the needle. Most organizations believe they have solved their data problem. Records are cleaner than they were three years ago. Duplicates are down. Core domains are more structured. By traditional standards, this...
The hardest part of data governance isn’t classification, lineage, or policy configuration. Those are solvable. The real difficulty lies in something far more human: creating enough trust in the data for people to use it, and enough use for the organization to sustain...