How agentic AI helps heal the systems we can’t replace

Many of the world’s most important systems - the ones that move money, book flights, issue licenses, and process claims - are slow, brittle, and deeply outdated. Built decades ago and extended repeatedly, they now sit at the center of workflows too vital to pause, take offline, rebuild, or replace.