Revenue Cycle Management

Revenue Cycle Management (RCM) covers every financial process in a healthcare organization from the moment a patient schedules an appointment through the collection of the final payment. The key stages are patient access (scheduling, registration, insurance verification, prior authorization), coding and charge capture (documenting and coding the clinical services rendered), claims submission (submitting claims to payers in the correct format), accounts receivable management (tracking claims through adjudication, following up on denied or underpaid claims), and patient collections (billing and collecting patient cost-sharing obligations).

RCM is the largest category of technology investment in US healthcare after EHR systems — because revenue cycle failures are immediately measurable in dollars. A denial rate that is 2 percentage points above the industry benchmark represents millions of dollars in uncollected revenue for a large health system. An average days in accounts receivable (DAR) that exceeds benchmarks ties up working capital that determines whether the health system can fund operations. The ROI of RCM technology is calculated in basis points of net collection rate and days of AR reduction.

The most significant technology trend in RCM is AI-driven prior authorization automation. CMS interoperability rules require payers to automate prior authorization decisions for certain services by 2026. Health systems are simultaneously investing in AI-driven prior authorization submission to reduce the administrative burden on clinical staff. The convergence of payer automation mandates and provider automation investment is creating a new generation of payer-provider API integration — and a new compliance layer, because prior authorization decisions are increasingly subject to CMS review for timeliness and clinical appropriateness.

We build RCM technology for healthcare providers and the companies that serve them — implementing prior authorization automation that meets CMS interoperability requirements, building claims scrubbing and denial management systems, designing patient financial engagement platforms, and integrating RCM workflows with EHR systems. Our teams understand the operational and regulatory complexity of healthcare revenue cycle and build systems that improve net collection rate on measurable timelines.

Compliance-Native Architecture Guide

Design principles and a structured checklist for building software that is compliant by default — not compliant by retrofit. Covers data architecture, access controls, audit trails, and vendor due diligence.