300 AI companies research shows enterprises are shifting from conceptual hype to on-the-ground reality, OpenAI and Claude top enterprise AI picks, and nearly 90% high-growth startups are deploying intelligences; AI spending structure shows data storage and processing costs far outstripping training and inference, and enterprises are shifting from traditional subscription to hybrid pricing models based on usage; AI-native enterprises 47% has reached critical mass, while AI-enhanced is only 13%; fast-growth companies will have 37% engineers focused on AI, with code intelligences becoming the top productivity application.
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