Technology-Enabled Revenue Operations

Technology Where It Helps. Expertise Where It Matters.

We pair workflow automation with revenue cycle visibility and experienced specialists who hold the pen on every decision. The result is faster, more accurate revenue cycle work — with people, not software, making the calls that matter.

HIPAA-conscious workflowsSpecialist-reviewedAI-assisted, not autonomous
workflow.prp.io

AI suggestion

3 claims flagged for likely denial — eligibility expired. Review and resubmit?

Review queueDismiss
Eligibility verificationAutomated
Claim scrubbingAutomated
Coding reviewSpecialist
Denial appealSpecialist
Connected Workflows

One connected revenue cycle, not a chain of handoffs

Workflow technology links each step of the revenue cycle so status, timing, and ownership travel with every claim — from eligibility through final payment.

Front-end through back-office

Eligibility, coding, claim submission, payment posting, denials, and A/R follow-up connect into a single visible workflow rather than disconnected handoffs.

Measurable at every stage

Each step reports status and timing, so bottlenecks surface as numbers — not anecdotes — and improvements compound over time.

No opaque black boxes

You can see where a claim sits, what touched it last, and why it is waiting. Visibility is the default, not an upgrade.

AI-Assisted Prioritization

AI assists with prioritization. Specialists make the decisions.

Models surface what to look at first — likely denials, aged accounts, anomalies — but they never act on their own. Every suggestion is reviewed by a specialist before anything happens.

AI-assisted. Expert reviewed.
  • Models rank work queues by dollar impact and recovery likelihood.
  • Suggestions flag likely denials before submission, not after.
  • Specialists confirm, override, or dismiss every recommendation.
priority.prp.io

Prioritized work queue

BCBS denial — $4,210

High value · aged 32d

AI ranked

Cigna eligibility mismatch

Likely denial pre-submit

AI flagged

Aetna remittance posting

12 clean matches

Automated

All items above await specialist review before action.

Eligibility & Claims Support

Automation supports the front of the revenue cycle

Repetitive eligibility and claim tasks run automatically, so specialists handle exceptions rather than every transaction.

Eligibility checks, automated

Batch eligibility verification runs against payer rules and surfaces mismatches before a claim ever leaves your practice.

Claim scrubbing before submission

Automated edits catch coding and demographic errors pre-submission, reducing the volume of preventable denials at the source.

Remittance and payment posting

Electronic remittance posts automatically where it matches cleanly, leaving only exceptions for specialist review.

Denials & A/R Work Queues

Work queues that prioritize the right accounts first

Denials and aged accounts are organized into prioritized queues so follow-up effort goes where it has the most impact.

Risk-weighted prioritization

Denials and aged A/R are ranked by dollar impact, aging, and likelihood of recovery so specialists work the highest-value accounts first.

Grouped by root cause

Similar denials cluster together, making it efficient to resolve batches and feed recurring reasons back into front-end fixes.

Assigned, not orphaned

Every work item has an owner and a status. Nothing sits in a shared inbox waiting for someone to pick it up.

Reporting & Visibility

Performance you can see, not wait for

Dashboards surface collections, clean claim rate, days in A/R, and denial trends so you and your team can act on current numbers rather than month-old reports.

reporting.prp.io Live

Net collections

96.4%

+4.1%

Clean claim rate

98.2%

+2.6%

Days in A/R

27.6

-4.2d

Denial rate

4.1%

-1.8%

Denial rate trend

9 months

Illustrative dashboard data — sample values for demonstration

Exception Identification

Exceptions flagged early, routed to the right place

Rather than waiting for denials to come back, exceptions are identified and routed for resolution before they cost time.

Rule-based flagging

Configurable rules spot missing modifiers, expired authorizations, demographic mismatches, and unusual payment patterns as they occur.

Pattern surfacing

Models highlight anomalies — a sudden denial spike from one payer, a coder with an uptick in edits — that rules alone might miss.

Routed, not just reported

Flagged items route directly to the right specialist queue with context attached, so resolution starts immediately.

Human Review & Escalation

Specialists review. People escalate. Judgment stays human.

Automation does the volume; experienced specialists do the judgment. Every meaningful decision passes through a person with defined escalation paths for the hard cases.

Specialists hold the pen

Every automated action and every AI suggestion is reviewed by an experienced specialist before it becomes a claim, an appeal, or a write-off.

Defined escalation paths

High-dollar denials, payer disputes, and complex appeals follow documented escalation routes with named owners at each tier.

Override is always available

Human judgment wins. Specialists can override any automated decision, and the override is captured with a reason for the record.

Activity Traceability

Every action logged. Every claim traceable.

Activity is captured as it happens, so questions about a claim have a single answer and audits do not require a reconstruction effort.

Every action logged

Eligibility checks, edits, submissions, posts, appeals, and status changes are all recorded with who, what, and when.

Claim-level history

Each claim carries a complete timeline, so a question about a specific account has a single answer rather than a reconstruction effort.

Audit-ready by default

Logs support internal reviews, payer audits, and compliance reporting without scrambling to assemble evidence after the fact.

Secure Access Principles

Access controlled. Data protected by design.

Role-based access, least-privilege defaults, and HIPAA-conscious workflows keep protected health information in the right hands.

Role-based access

Users see and act only on what their role permits. Coders, follow-up staff, and administrators each get an appropriate scope.

Least-privilege by default

Access starts narrow and expands only with justification, reducing exposure of protected health information.

HIPAA-conscious workflows

Encrypted communication, secure access controls, and audit logging are built into how the team works every day.

Integration Approach

We work with your existing systems — through standard channels

We connect to EHR and practice management systems through standard clearinghouse, export, and reporting channels. We map the exact data flows for your environment during discovery rather than assuming a universal integration.

Most practices already run an EHR or practice management system. Rather than requiring a rip-and-replace, we work alongside it through the standard channels it already supports — clearinghouse submissions, file exports, and reporting outputs.

  • Standard clearinghouse and clearinghouse-style submission channels.
  • Scheduled exports and reporting feeds from your existing system.
  • Data flows mapped explicitly during discovery — no assumed universality.

We do not claim universal integrations. What we connect to, and how, is confirmed for your specific environment.

FAQ

Questions about our technology approach

If something is not covered here, our team is happy to walk through it during your revenue assessment.

No. AI assists with prioritization, suggestions, and anomaly detection, but every action is reviewed by a specialist before it is taken. People stay in control of decisions; technology handles volume and surfacing.

Technology and expertise, together

See how technology and expertise work together

Walk through the workflow, the reporting, and the specialist review behind every claim in a free revenue assessment.