Not because of the models, but because the data behind them is inconsistent, unstructured, and unreliable. Until that foundation is fixed, marketing cannot scale AI, prove performance, or drive growth.
When campaign data varies across platforms and teams, performance becomes inconsistent and hard to explain, making even strong results difficult to defend in front of leadership.
When data flows into analytics without structure, a large share becomes unreliable and difficult to act on. Until that foundation is fixed, every marketing dollar cannot be tied to proven business impact.


