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DataRovers Releases RCM Agent with Prior Auth Denial Assessment and Appeals Case Management Skills, Delivering 10× Productivity for RCM Teams

The biggest pain point in RCM, solved. The RCM Agent reviews every claim, assesses the root cause, and delivers precise recommendations to analysts. The Appeal Skill takes on the hardest cases including DRG, resubmission, and medical necessity. 45 minute cases handled in under 5 minutes. Analyst approves every action.

RCM Agent Prior Auth Skill Appeals Skill Agentic AI Human in the Loop Denials 360 HIPAA SOC 2
Full Release

Official Press Release

DataRovers, the AI powered denial management company behind the Denials 360 platform, today unveiled the RCM Agent, now working alongside healthcare revenue cycle teams in production. The RCM Agent is part of the Denials 360 platform and ships with two production skills: Prior Auth Denial Assessment and Appeals Case Management.

Denials are the single biggest operational pain point for RCM teams today. The hardest categories, including DRG downgrades, medical necessity rejections, and resubmissions, are where analysts spend most of their time and where most revenue is lost. The RCM Agent directly attacks that pain point. It reviews every claim, assesses the root cause, and delivers a precise recommendation to the analyst in seconds.

Rolled out over the past two months and now active in production, the RCM Agent works two distinct skills. The Prior Auth Denial Assessment Skill assesses every prior auth denial and delivers a precise recommendation to the analyst. The Appeals Case Management Skill handles complex appeal categories such as DRG downgrades, medical necessity rejections, and resubmissions, drafting payer specific appeals end to end. Early deployments show a 10× productivity lift, with the 45 minute case becoming a 5 minute case, while every recommendation still goes through analyst review before any action is taken.

The design principle is straightforward. AI does the investigation, classification, and drafting work that has consumed most of an analyst's day. The analyst makes the decisions. That combination is what makes the productivity lift possible without sacrificing control or compliance.

Denials are where RCM teams burn out. The Prior Auth Denial Assessment Skill assesses each denial and hands the analyst a precise recommendation. The Appeals Case Management Skill takes on the hardest cases, including DRG, medical necessity, and resubmissions. The analyst stays in command. The 45 minute case becomes a 5 minute case.
SK
Sam Khan
CTO, DataRovers

Built for the hardest cases analysts face every day

The RCM Agent ships with two production skills that target the work consuming most of your team's time, including the appeal categories most likely to be abandoned because they are too complex to fight. Both skills run autonomously up to the recommendation, then hand off to an analyst for review.

Active

Prior Auth Denial Assessment Skill

Assesses every prior auth denial the moment it arrives. Classifies the root cause across categories such as CPT mismatch, invalid authorization, no auth on file, laterality discrepancy, FL63 omissions, retro auth, and third party failures. Retrieves the applicable payer policy and delivers a precise recommendation to the analyst.

45 to 5 min Per denial
Active

Appeals Case Management Skill

Handles the hardest appeal categories, including DRG downgrades, medical necessity rejections, and resubmissions. Drafts payer specific letters with the right clinical evidence, pre populates forms, assembles documentation, and batches by filing deadline. The analyst approves before anything is acted on.

45 to 2 min Per appeal
100%
Human in the loop. Every action. No exceptions.

The agent operates autonomously up to the point of action. Every appeal, every action plan, and every payer bound decision is held in a review queue until an analyst reads it, edits it if needed, and explicitly approves it. Full compliance control stays with the team.

Built to lift operational throughput, not replace judgment

Across the industry, denial rates have climbed roughly 20% over three years while RCM teams have been asked to do more with the same headcount. The average analyst spends 45 minutes investigating a single prior auth denial and another 45 minutes drafting an appeal. This work requires deep familiarity with payer policies, reason codes, and clinical documentation patterns.

The RCM Agent compresses both timelines by an order of magnitude. New analysts become productive on day one without years of institutional knowledge, because the agent surfaces the right policy, the right next step, and the right appeal template for each case. Senior analysts can redirect their time toward complex cases, judgment calls, and the appeals that actually require their expertise.

Availability

The RCM Agent with the Prior Auth Denial Assessment Skill and the Appeals Case Management Skill is available today to healthcare RCM teams and already in production with early customers. Implementation typically completes within 2 to 4 weeks. Teams interested in a guided demonstration can visit datarovers.com/rcm-agent.

What the RCM Agent Delivers

Autonomous denial assessment and appeal drafting, with mandatory human review on every action. Built for RCM teams running on the DataRovers platform.

10× Analyst Productivity

Denial resolution drops from 45 minutes to under 5 minutes. Appeal drafting drops from 45 minutes to under 2 minutes. Same headcount, dramatically higher throughput.

Instant Root Cause Assessment

Categories such as CPT mismatches, invalid auth, FL63 errors, laterality, retro auth, and third party failures are classified the moment a denial arrives.

Payer Specific Appeal Drafting

AI generates appeals with payer formatting, pre populated forms, and the right clinical documentation bundled and ready for analyst review.

Human Review on Every Action

The agent runs autonomously up to the point of action. Every appeal and every action plan is approved by an analyst before anything is acted on.

76% Appeal Win Rate

Customers running the Appeals Case Management Skill achieve a 76% success rate across all payers and denial reason codes, versus the 45% industry average.

Day One Analyst Productivity

New hires become productive immediately. The agent surfaces the right policy, the right next step, and the right appeal template, so institutional knowledge is not required.

About

About DataRovers

Company Overview

DataRovers is the AI powered denial management company behind the Denials 360 platform. Denials 360 helps health systems, RCM companies, and large practices prevent denials, accelerate appeals, and recover more revenue with less manual effort.

Founded in 2021, DataRovers serves health systems, hospitals, and physician groups across the United States. Denials 360 combines advanced AI with deep healthcare domain expertise to deliver measurable ROI for revenue cycle teams.

The RCM Agent

The RCM Agent is part of the Denials 360 platform and is available today, already working alongside analysts in production deployments. It orchestrates denial work across two production skills, with additional skills in development.

Ready to give your RCM team a 10× lift?

See how the RCM Agent works prior auth denials and drafts complex appeals end to end on your own data, in 30 minutes.

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