Over one-third of organizations waste 25% to 40% of their R&D budgets on projects that never reach market. Teams estimate $1 million in losses for every project killed during testing. IEEE Spectrum reports that firms use AI for execution rather than decision support. This gap leaves early-stage feasibility blind spots for practitioners.