
The era of manual spreadsheet cross-referencing has finally collapsed under the weight of an increasingly fragmented digital ecosystem that demands more than human intuition can provide. In the current landscape, the sheer volume of data points generated by a single customer journey—stretching from encrypted social messaging to headless e-commerce checkouts—has made traditional retrospective reporting obsolete. AI-powered marketing analytics has emerged










