Ecolab

Ecolab, the global water, hygiene and infection prevention company, has publicly cautioned that deploying AI in physical, industrial settings can sometimes cost more than simply employing people. The remarks push back against assumptions that automation is always cheaper, highlighting practical limits of AI outside digital environments such as equipment costs, reliability and the complexity of real-world operations.