Across industries, growth is reallocating beyond traditional core markets—often before it is formally defined or measured. At the same time, Strategy, Market Intelligence, and Competitive Intelligence teams face mounting pressure to deploy AI to accelerate analysis. Yet speed alone does not improve judgment; many organizations find that AI improves pace, but not consistently accuracy, credibility, or executive confidence.