# R&D

## [Ai: How Startups Are Redefining Product Innovation](/content/ai-how-startups-are-redefining-product-innovation/index.html)

AI startups shift from novelty chatbots to integrated, AI-native products. Investors now demand real problem-solving, clear ROI, and sustainable competitive advantages.

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