Computer-assisted coding, autonomous coding and generative AI in revenue cycle — what they do well, where they fail, the coder's evolving role and safe, compliant use.
Technology already in coding
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• Encoders and claim scrubbers (rules engines) — decades old.
• Computer-assisted coding (CAC) — natural language processing reads notes and suggests codes for a coder to accept or reject.
• Autonomous coding — AI codes simple, high-volume encounters (e.g. radiology, some ED or office visits) with no human touch when its confidence is high; low-confidence charts go to coders.
• Generative AI — drafting appeal letters, summarizing long records, answering payer-policy questions, suggesting queries.
• Robotic process automation (RPA) — bots checking claim status or eligibility on payer portals.