Everyone sells a segment. We built the rail.

How the field generally works

The field is generally composed of best-of-breed specialists that each own one segment — a specialty EMR/PM for the encounter and scheduling, a clearinghouse for claim routing, an RCM platform for follow-up, and a payments provider for money movement. Each vendor keeps its own records, and the end-to-end audit trail is stitched together across handoffs and reconciled after the fact.

How the field generally works

Payments, clearinghouse, and RCM vendors typically expose compliance as adjacent governance, reporting, and configuration layers — audit logs, access controls, and certifications maintained alongside the transaction flow. Correctness is generally enforced by rules engines and post-hoc reconciliation rather than by blocking the money instruction itself at authorization time.

How the field generally works

EMR, RCM, and payments vendors generally are not themselves clearinghouses; they connect to established clearinghouse networks (or are business associates) to reach payers. Dedicated clearinghouses do hold this role, but they typically operate as a routing and connectivity layer distinct from the EMR and the money-movement rails, so the clearinghouse identity and the settlement system belong to different parties.

How the field generally works

Modern RCM and automation platforms increasingly emphasize straight-through processing and AI that acts on claims, denials, and workflows autonomously to maximize throughput and reduce manual touches. The public value proposition is often the degree of automation and hands-off resolution, with human review positioned as an exception rather than the disposing step.

How the field generally works

Payment and RCM infrastructure is generally optimized for availability, throughput, and successful completion, with retries, queuing, and reconciliation workflows to recover from failures after they occur. Money movement typically proceeds through configurable rules and provider APIs, and the safeguards are framed as controls and monitoring around a system whose default posture is to complete the transaction.

How the field generally works

Established vendors market live, production capabilities backed by real customer traction, transaction volume, certifications, and case studies. Their public materials generally foreground proven scale and outcomes — appropriate for shipped, in-market products — rather than a line-by-line separation of what is code-complete from what is gated on an external legal or certification milestone.