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More than one-third of organizations spend 25-40% of R&D budget on projects that never reach market. Nearly half lose over $1 million per late-stage cancellation. AI is used mainly for execution, not strategic investment decisions, per a 2026 R&D Benchmark Report surveying 200+ senior leaders.
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