Hamish Sagheer

Realm.ai - Autonomous AI Medical Coding & Claim Denial Prevention

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Rcoder by Realm AI is an autonomous AI agent built for healthcare revenue cycle teams. It automatically suggests ICD-10, CPT, and HCPCS codes, scrubs claims before submission, and helps prevent costly denials, operating 24/7 to reduce manual workload, improve coding accuracy, and accelerate reimbursements.

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Hamish Sagheer
We built Rcoder after seeing how much time healthcare teams lose to manual coding, claim corrections, and denial management. Most medical coding workflows still rely heavily on repetitive human effort, which increases delays, operational costs, and reimbursement risk. We wanted to create an autonomous AI agent that could continuously support revenue cycle teams — not just suggest codes, but actively help prevent denials before claims are submitted. Rcoder uses AI to recommend ICD-10, CPT, and HCPCS codes, scrub claims automatically, and operate around the clock to improve efficiency and coding accuracy. We’d love feedback from healthcare operators, billers, coders, and anyone working in revenue cycle management.