Personalizing healthcare in the age of AI: A guide for real-world impact

The adoption of AI into health care is increasing exponentially as combined pressures such as rising costs, broken systems, and workforce shortages are preventing patients from receiving proper treatment. By 2030, the global shortage of health care workers could reach 11 million (World Health Organization), driving urgency to build smarter workflows and to automate routine work. This whitepaper examines what health systems need to scale AI responsibly, while keeping patient care at the center.

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