
After decades in the dental chair, the Liberate founder began treating service as an operating system - one small act, one trusted relationship and one open door at a time.

After years inside enterprise software and insurance operations, Singh made a narrow bet: AI earns its place when it can resolve the routine work, respect the rules, and know when a person should take over.