Value loss is not random. It is structural and predictable.

No direct link to value

Data investments are not tied to measurable financial outcomes.

Governance without accountability

Ownership exists, but decision authority and accountability are unclear.

Operating model misalignment

Data, business, and technology operate in silos rather than as an integrated system.