Data as Infrastructure.

Most organisations treat data as a byproduct of operations: reports get generated, dashboards get built, but the underlying data architecture is an afterthought. AI has made this a critical mistake. Data is not a reporting tool but the foundational infrastructure layer on which every AI advantage is built — and organisations that understand this early build a moat that others cannot buy.