A local dental clinic that moved to a back-room server

A case of a dentist with no computing background who set up AI servers inside the clinic on one principle: patient information does not leave the building. Phone answering with transcription and summaries, reconciling insurance payment statements, in-clinic announcements and monthly management reports were automated, and he said 904 documents totaling 3,389 pages were read in 69 minutes, with 77% of 6,928 lines confirmed automatically. Staff only need to look at the remaining 23%, and a separate screen lets a person grade the cases where two AIs disagreed first. Coding agents were run like a team by role, but only the dentist can approve operational configuration changes, and approvals relayed between agents do not count. Work that carries legal responsibility, such as tax filing, still goes to human professionals.

This is a note: my own write-up after reading several sources. It has no source link; events checked against a source are kept as records.