By Professor Rachel Dunscombe – Ask a university student interested in technology to name the careers available to them, and they can probably tell you something about artificial intelligence, cybersecurity, software engineering or data science.

Newly released FINN Voices episode with Beth Friedman and Dr. Alex Ding, Chief Medical and Public Affairs Officer at DataSpring, for a conversation on the state of provider data, its impact across the ecosystem, and the path toward industry standardization.

By Doug Kimball – For smaller independent practices, managing insurance claims is no longer just an administrative task, it’s a direct threat to financial sustainability. More than 41% of health care providers report claim denial rates above 10%, a problem that has continued to grow in recent years.

By Peter Leo – In healthcare AI, the quality of a model is inseparable from the quality of the clinical judgments used to train and evaluate it. An annotation is not a simple administrative label attached to an image or text file; it is a clinical interpretation made by a qualified reader.