When revenue systems aren’t built on shared definitions, clean inputs and cross-functional alignment, AI doesn’t create leverage. In fact, it amplifies confusion.

In the past decade, companies have spent billions on data infrastructure. Petabyte-scale warehouses. Real-time pipelines. Machine learning (ML) platforms. And yet — ask your operations lead why churn ...

As storage organizations work to improve service levels, they inevitably face the challenge of data alignment. While it is relatively easy to define tiers of storage, it’s somewhat more difficult to ...