Three questions before the budget moves Most enterprise organisations heading into an AI investment can speak fluently about the technology. Fewer can confidently answer three questions about the decision itself. These are not trick questions. They are not complex. But the inability to answer them...

The common narrative about why AI initiatives fail points to the technology, the data, the vendor, and the change management. In practice, the failure point is usually months earlier, before a line of code is written, at the moment when someone with budget authority said...

The common narrative about why AI initiatives fail points to the technology, the data, the vendor, and the change management.In practice, the failure point is usually three to six months earlier, before a line of code is written, at the moment when someone with budget...

Every enterprise AI budget conversation follows the same script. Vendor presents. Executives nod. Someone asks about the timeline. Someone asks about the cost. The budget gets approved.The one question that determines whether any of it will work never gets asked.