Artificial intelligence (AI) and machine learning are poised to transform healthcare delivery by providing earlier diagnosis and targeted treatments while driving greater efficiencies. AI will enhance the delivery of care in a variety of ways, but according to Pat Baird, head of global software standards at Philips, it won't require a new regulatory paradigm. Instead, the challenge will be taking what we already about standardization and applying it to AI and machine learning.