Prove It Before You Build It: AI Demos That Validate Ideas

64% of companies see AI as a key innovation driver, yet 74% fail to scale value from it. Yurii Shunkin (R&D Director, 10+ years in AI) and Ivan Yuzvyshyn (PhD, 6+ years in AI) show how demos and PoCs de-risk AI adoption before full-scale build.