The promise of artificial intelligence in healthcare often arrives wrapped in sleek marketing language about efficiency, precision and transformation. But for many physicians, the memory of electronic health record rollouts – and the endless clicking that came with them – still lingers like a warning.

Dr. Niki Panich believes the next wave of technology cannot afford to repeat those mistakes.