4sight Health January 20, 2026
The healthcare revenue cycle has always been complex, and it wasn’t built for the scale and speed health systems demand today. This is a $250 billion machine that still relies too heavily on manual work and human heroics. Despite years of optimization, most organizations still rely on manual workarounds to solve structural problems.
Artificial intelligence (AI) changes that. It’s a practical tool that can finally keep pace with the complexity of the revenue cycle. Used well, AI reduces friction, eliminates low-value work, and helps leaders make faster, better decisions. The question is no longer if AI will reshape the healthcare revenue cycle, but why it is critical to embrace AI now.
The Perfect Storm: Why AI Has Arrived
Several forces...







