Marvix AI and Unlimited Systems Partner to Connect Clinical Documentation and Revenue Cycle Management

Marvix AI has announced a partnership with Unlimited Systems to integrate specialty-focused clinical documentation with medical billing and revenue cycle management software. The collaboration aims to connect workflows from the exam room to the claim for specialty healthcare practices.

According to the announcement published on October 29, 2026, the partnership allows Unlimited Systems customers to access Marvix AI's suite of tools, which includes AI scribing, pre-charting, and post-visit modules designed for more than 23 specialties.

Connecting Clinical Care and Billing Workflows

The initiative addresses the traditional divide between point-of-care documentation and downstream financial workflows. Marvix AI supports the clinical visit through various stages:

• Pre-Visit: Generates pre-visit summaries and patient recaps using prior reports and medical history.
• During the Visit: Provides ambient scribing and custom notes for complex scenarios.
• Post-Visit: Recommends specific medical codes, such as ICD-10-CM, E/M, CPT, and HCC codes, based on current guidelines.

Unlimited Systems contributes its expertise in medical billing, revenue cycle management (RCM), and payer workflows. Together, the companies aim to help specialty practices capture detailed clinical data upfront to streamline coding, billing, and reimbursement processes.

Leadership Perspectives

Rashie Jain, Co-founder and CEO of Marvix AI, stated that the partnership seeks to bridge the gap between documentation and billing, helping practices ensure accurate compensation for the care they deliver. Brian Gockerman, CEO of Unlimited Systems, noted that the joint solution addresses undercoded documentation challenges by carrying clinical intelligence through every phase of the revenue cycle.

Practical Implications and Verification

Practices interested in the integrated offering can review official announcements from Marvix AI or Unlimited Systems to evaluate compatibility with their existing electronic health record (EHR) systems and billing infrastructure. Stakeholders can verify details by contacting the media representatives listed in the original announcement or reviewing official company portals.