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'Sometimes it's more expensive than having humans': Ecolab gets real about AI's limits in the physical world - Fortune

·Oct 2, 2026

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Photo credit : Suresh Venkatarayalu, Chief Technology Officer, Honeywell AJ Wijesinghe, Chief AI Officer, Ecolab

Putting the latest AI models into buildings, factories and kitchens is much harder than putting them into a chatbot. That was the message from executives at Honeywell and Ecolab, though they were fairly positive about AI overall.

Honeywell Technologies Chief Technology Officer Suresh Venkatarayalu said at Fortune’s AIQ Summit at the New York Stock Exchange on Thursday that the problem is accuracy. The industrial giant’s customers “really demand 99.9999%,” he said, while frontier models “could be at 85%.”

This article is an excerpt. To read the full content, visit the original source. Fortune

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