How CINs enhance provider satisfaction

Urban Institute analysis finds 26% of insured adults owe medical debt, with hospitals the largest source

A Hologic survey of 1,000 U.S. women aged 35 to 75 found that a direct recommendation from a physician was the top motivator for overdue patients, while knowledge gaps about cost, radiation and breast density persist.

What it takes for health systems and health plans to stay visible when an AI model is the one making the recommendation.

Brittney Anderson, M.D., FAAFP, explains how her family medicine practice uses 15 minutes each morning to catch care gaps, cut interruptions and get the whole team on the same page.

The practices seeing real returns from AI don't just switch it on. They choose the right technology and partner, then customize it to their workflows and patients.

It's not a patient problem, it's an operations problem, and large practices and health systems need to treat it that way.

Adding a brief safety reminder cut potentially harmful clinical choices by large language models from 16.6% to 10.1% across more than 10 million responses, but researchers say it doesn't replace physician oversight.

A simple break-even calculation turns a reimbursement advantage into staff minutes, showing practices when prior authorization, denials and uncollected patient balances wipe out a better rate.