The healthcare industry succeeded in making behavioral healthcare more accessible, argues Machinify's Lisa Pincher. Now, it must build the infrastructure to support that care responsibly. What happens ...

Medical coding is essential for healthcare operations yet remains predominantly manual, error-prone (up to 20%), and costly (up to $18.2 billion annually). Although large language models (LLMs) have ...

The rise of vibe coding can further amplify these problems as more operational context, architectural decisions, and business knowledge become scattered across prompts, conversations, generated code, ...

Healthcare organization CFOs are facing a perfect storm of challenges around medical coding. With few workers entering a field dominated by older Gen X-ers and Baby Boomers, there’s a growing gap in ...

Most enterprise software delivery models were designed for a world in which code production was expensive and human effort was the scarce resource.

Software development is increasingly automated. The existence of shortcuts, reference architectures, rapid application development environment design tools and configuration management accelerators ...

Artificial intelligence (AI) and natural language processing (NLP) have found a highly promising application in automated clinical coding (ACC), an innovation that will have profound impacts on the ...

Revenue cycle management performance has never been more important. And recent advances in technology, particularly artificial intelligence, offer much potential for healthcare's administrative ...

As agentic coding spreads, the working life of a software engineer has become dazzlingly complex. A single engineer might oversee dozens of coding agents at once, launching and guiding different ...