Executive

Have you ever wondered why it takes months to produce a new management report or corporate dashboard? These frustrating delays, endless debates over data definitions, and inconsistent metrics often point to a hidden issue: poorly managed reference data.

Most organisations know they hold valuable data. Far fewer can say what exists, where it lives, or whether it can be trusted. Twelve practical steps for CIOs and CTOs who want to close that gap.

“No one ever got fired for buying IBM.” But enterprise software still rooted in 1980s architecture is the source of the poor-quality data that stalls AI programmes, and CIOs now face a do-or-die decision.

For CEOs, CFOs and COOs, being data-driven is no longer an innovative strategy but an absolute imperative. What it takes to build the culture, governance and tooling that AI depends on.