The Impact of Standardized AI Taxonomy on CDI

By Elizabeth S. Goar

In June 2026, the American Medical Association (AMA) CPT Editorial Panel revised Appendix S: AI Taxonomy for Medical Services and Procedures to improve AI reporting while preserving the framework’s core 2022 structure. Alongside temporary Category III CPT codes, the revisions created fundamental shifts in clinical documentation integrity (CDI) by reframing AI from an EHR tool to distinct, trackable clinical services with specific documentation and compliance requirements for billing and audit defense.

“It adds another layer or set of things that CDI needs to evaluate,” says Andrew Ibrahim, MD, MSc, chief clinical officer at Viz.ai. “If it’s potentially influencing care or tied to a billing code, then CDI needs to evaluate and ensure the documentation mirrors the care provided. In the case of AI, it would be both.”

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