Building an Enterprise AI Strategy That Actually Delivers

According to Gartner, over 85% of AI projects fail to deliver business value. The problem is rarely the models themselves — it is the gap between proof-of-concept and production deployment. Start with the Business Problem The most successful AI initiatives start with a well-defined business problem, not a technology choice. Ask: What decision will this model improve? What is the cost of getting it wrong? What data do we have today?