Lubrizol's AI push: faster tests for specialty chemicals

Lubrizol, a specialty chemicals maker, is using AI, cloud computing, and advanced modeling to speed up how its researchers test new ideas. The main hurdle isn't the technology itself but linking it to reliable data, scientific know-how, and the real-world steps of getting a product to market. For the company, digital transformation means giving scientists tools to iterate faster and make better-informed decisions.

What's the trickiest part of applying AI to hands-on lab or manufacturing work you've seen?

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