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Healthcare coding has fundamentally transformed from volume-driven revenue capture to compliance-first, defensible documentation standards.

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The persistent memory system addresses a real and widely felt pain point in agentic development workflows — one that competitors are also racing to solve.

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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 ...