The Hidden Pressure No One Talks About in RPM: What Happens at 18 Minutes

Summary & Key Insights

Most independent practices didn’t launch remote care programs so they could track timers, chase scattered documentation, or argue with spreadsheets at the end of every month. They adopted RPM and CCM because they believed these programs would keep patients out of the hospital, create stability in a turbulent reimbursement environment, and help them deliver more modern, continuous primary care. Yet inside almost every in-house RPM or CCM workflow, there is a moment that rarely gets acknowledged out loud. It happens when a nurse looks at the log and sees the number that makes their stomach drop: 18 minutes.

In that moment, the nurse faces a choice that should never exist in a legitimate care-management model. Do they round the time up so the practice can bill? Or do they leave it as-is and lose revenue for work that genuinely occurred? This is the moment where the system forces good clinicians into untenable decisions. This is the moment I call the Minute Trap.

The Minute Trap: When Good Work Collides With Bad Rules

In nearly every practice I’ve supported, the pattern is identical. The clinical work is real. The touchpoints are real. The patient benefited from the engagement. But the documentation sits just shy of the threshold, and the nurse is juggling a high patient load in an understaffed environment, often at the end of a month that’s already stretched them thin. In that moment, the nurse is not thinking like a fraudster—far from it. They’re thinking like someone who wants to do right by patients, support the physician, and avoid being the reason the practice misses out on earned revenue.

Rounding up feels like a harmless adjustment. But CMS and the OIG don’t see nuance in these situations. They see a claim that doesn’t align with the rules as written. Over time, this quiet monthly pressure reshapes culture. Teams begin to normalize comments like, “Everyone does it,” or “We’ll fix the workflow later,” or “We can’t afford to leave money on the table.” This isn’t a training issue or a sign of a disengaged staff. It’s not about hustle or work ethic. It is the predictable fallout of a structural flaw in how minute-based remote care has been designed.

Why In-House RPM Isn’t Automatically Safer

Many practices brought RPM in-house believing it would increase control, strengthen clinical alignment, and reduce expenses tied to outside vendors. And on paper, that logic seems sound. But in practice, in-house programs often carry more risk precisely because the pressure, documentation, and billing decisions all occur inside the same walls.

What I see consistently is that minutes are scattered across multiple systems, handwritten notes, or EHR messages that don’t map cleanly to billable documentation. There is rarely a single, audit-ready source of truth. Documentation and billing often drift apart, especially during end-of-month catch-up periods. And nurses—who entered healthcare to care for people, not to play timekeeper—end up responsible for both clinical continuity and revenue capture. Under these conditions, the “18-minute decision” isn’t an outlier. It’s built into the operating system of the program. The real cost of an in-house RPM program is not the staff time required to run it; it’s the compliance exposure created when documentation and billing logic don’t match.

APCM: Moving From Minutes to Care Elements

Advanced Primary Care Management (APCM) provides a way out of this cycle. Instead of tying reimbursement to a stopwatch, APCM organizes care around care elements—the actual clinical actions and interventions that define good longitudinal care. These include risk stratification, medication reconciliation, chronic condition follow-up, patient education, coordinated interventions, escalations, and longitudinal care patterns. In other words, APCM aligns reimbursement with how clinicians naturally think and work.

This framework allows practices to dramatically reduce reliance on manual minute tracking. It strengthens documentation integrity and lowers false-claim exposure. It gives physicians confidence that their license is protected. And it gives nurses permission to focus on clinical care instead of managing a countdown timer. The question for practices becomes less about whether they are “working hard enough” and more about whether their care-management structure is defensible, repeatable, and aligned with where CMS is taking primary care.

Why This Matters for 2025

CMS is steadily shifting away from minute-threshold logic and toward models that value comprehensive, longitudinal care. That shift will place increasing scrutiny on documentation quality, consistency between systems, audit readiness, and clinical justification. Practices that continue relying on hourglass-based workflows will find the pressure intensifying. Practices that embrace a care-element approach will not only reduce exposure—they’ll build a stronger foundation for growth.

Administrators, office managers, and medical directors feel this dynamic more than anyone. They are the ones balancing compliance, operations, staffing, documentation, and revenue integrity every single month. They see the 18-minute problem long before anyone puts a name to it. And the truth is: this problem is solvable. But it requires a system designed for how real care happens—not how time is captured.

A Better Next Step

If this resonates with you...if you recognize the Minute Trap in your own program…the most productive next step is simply to understand what a compliance-first, APCM-ready care-management environment actually looks like. That’s the foundation of FairPath.

FairPath isn’t built around minute thresholds. It’s built around compliance, care elements, documentation integrity, and workflows that protect the practice rather than expose it. It supports RPM, CCM, RTM, and APCM in one unified structure and eliminates the operational and ethical tension clinicians face at the end of every month.

If you want to see how modern practices are removing the Minute Trap entirely, visit:
FairPath.ai

It outlines how compliance-first design works, how APCM-style care is structured, and how practices are preparing for 2025 and beyond. Most teams don’t need to “work harder.” They need a system that reflects the reality of care, and it shouldn’t be a “minute hand”.

Read More

Inside the Remote Care Collapse — and the Path to Recovery

11/4/25

Over the past several years, I’ve heard it all.
Remote patient care is a scam. It doesn’t work. RPM is designed to fail.
I’ve listened to the frustrations from doctors, managers, and administrators who swear that remote care is nothing but another profit scheme wrapped in good intentions...

Read more

The 8% Problem: Why State-of-the-Art LLMs Are Useless for High-Stakes Precision Tasks

10/30/25

In the race to solve complex problems with AI, the default strategy has become brute force: bigger models, more data, larger context windows. We put that assumption to the ultimate test on a critical healthcare task, and the results didn’t just challenge the “bigger is better” mantra; they shattered it...

Read more

CMS’s 2026 Updates Signal a New Era for In-House Remote Care Coordination

10/21/25

Healthcare is on the brink of a fundamental shift. The forthcoming 2026 CMS Physician Fee Schedule updates are far more significant than mere billing adjustments, they signal a new era in remote care coordination. Practices that adapt early will not only enhance patient care but also secure long-term operational advantages...

Read more

CMS Brings Behavioral Health into the APCM Model: What It Means for Primary Care

10/9/25

CMS is quietly reshaping how primary care teams can be paid for mental and emotional health support. Starting in 2026 (if finalized), practices using the new Advanced Primary Care Management (APCM) codes will be able to add small, monthly payments for behavioral health integration...

Read more

Stop Choosing Between APCM and Your RPM/RTM Revenue

10/7/25

If your practice adopted APCM by shutting down RPM and RTM programs, you left money on the table. If you're running all three programs separately, you're burning cash on duplicate documentation and exposing yourself to compliance risk...

Read more

APCM vs. CCM Explained: Medicare’s 2025 Coding Shift Every Primary Care Leader Must Understand

10/1/25

On January 1, CMS introduced a brand-new benefit called Advanced Primary Care Management (APCM), a monthly payment designed to roll up the core elements of care coordination under a single code. For primary care leaders, this changes the landscape in profound ways. APCM overlaps with Chronic Care Management (CCM)...

Read more

Neurosymbolic Ontologies with Buffaly

9/24/25

This document outlines a groundbreaking proof of concept for reimagining medical ontologies and artificial intelligence. Buffaly demonstrates how large language models (LLMs) can unexpectedly enable symbolic methods to reach unprecedented levels of effectiveness. This fusion delivers the best of both worlds: completely transparent, "white box" systems capable of autonomous learning directly from raw data...

Read more

APCM and the “Coordination of Care Transitions” Requirement: How To Get It Right

9/23/25

Advanced Primary Care Management (APCM) represents one of the more meaningful changes in the CMS Physician Fee Schedule. As of January 1, 2025, practices that adopt this model will be reimbursed through monthly, risk-stratified codes rather than only episodic, time-based billing...

Read more

APCM, Explained: What It Is, Why It Matters, What Patients Gain

9/18/25

Primary care is carrying more risk, more responsibility, and more expectation than ever. The opportunity is that we finally have a model that pays for the work most teams already do between visits. The risk is jumping into tooling and tactics before we agree on the basics....

Read more

Noncompete Clauses In Healthcare: The FTC Warning, APCM Staffing, And Platform Partnerships

9/16/25

The Federal Trade Commission’s Sept. 12 warning to healthcare employers is a simple message with real operational consequences. Overbroad noncompetes, no‑poach language, and “de facto” restraints chill worker mobility and can limit patients’ ability to choose their clinicians. For practices building Advanced Primary Care Management teams, restrictive templates do more than create legal risk...

Read more

The APCM Quick Start Guide: Converting Medicare's Complex Care Program Into Practice Growth

9/9/25

Advanced Primary Care Management represents Medicare's most ambitious attempt to transform primary care economics. Unlike previous programs that nibbled at the margins, APCM fundamentally restructures how practices organize, deliver, and bill for comprehensive care...

Read more

13 Things You Need To Implement Advanced Primary Care Management (APCM)

9/5/25

Advanced Primary Care Management (APCM) is Medicare’s newest program, introduced in 2025 with three billing codes: G0556, G0557, and G0558. This represents a pivotal shift toward value-based primary care by offering monthly reimbursements for delivering continuous, patient-focused services. You're already providing these services—why not get paid for it?

Read more

When Women's Health Can't Wait: How Remote Care Creates Presence in Life's Most Critical Moments

8/26/25

At 2 AM, a new mother in rural Alabama feels her heart racing. She's two weeks postpartum, alone with a newborn while her husband works the night shift. Her blood pressure reading on the home monitor shows 158/95. Within minutes, her care team receives an alert. By 6 AM, a nurse has called, medications are adjusted, and what could have been a stroke becomes a story of crisis averted.

Read more

Medical Remote Care: How Vendor Models Shift Margin and When to Bring RPM In-House

8/18/25

Many health systems pay full-service RPM vendors $40–$80 PMPM for services they can in-source for far less. With 2025 Medicare rates and OIG scrutiny, it's time to revisit the build-vs-buy math.

Read more

Why 73% of Practices Still Fear Remote Care and How the Winning 27% Think Differently

8/11/25

A few months ago, a physician at a 12-doctor practice in rural California called me frustrated. His practice was hemorrhaging money on readmissions, his nurses were burning out from phone tag with chronic disease patients, and his administrator was getting pressure from...

Read more

Reclaiming Revenue: How Smart Medical Executives Are Transforming Remote Care into Sustainable Profit Centers

8/6/25

Medical executives today face an uncomfortable reality: while navigating shrinking margins and mounting operational pressures, many are unknowingly surrendering millions in Medicare reimbursements to third-party vendors. The culprit? Poorly structured Remote Patient Monitoring (RPM), Chronic Care Management (CCM)...

Read more

RPM’s $16.9B Gold Rush: Why 88% of Claims Skip CMS Review (And How Industry Leaders Are Responding)

7/23/25

Remote Patient Monitoring (RPM) has rapidly evolved from emerging healthcare innovation into a strategic necessity. Driven aggressively by CMS reimbursement policies, RPM adoption has accelerated at unprecedented rates...

Read more

Medicare's $4.5 Billion Wake-Up Call: What the VBID Sunset Reveals About Risk, Equity, and the Next Era of Value

7/17/25

In a single December blog post, CMS just rewrote the playbook for $400 billion in annual Medicare Advantage spending. The termination of the Medicare Advantage Value-Based Insurance Design...

Read more

Why the AMA’s 2026 RPM Changes Are Exactly What Your Practice Needs

7/8/25

If you've spent any time managing a remote patient monitoring (RPM) program, you already know the drill: juggling the 16-day rule, keeping track of clinical minutes, chasing compliance, and often wondering if this is really what patient-centered care was meant to feel like...

Read more

Healthcare Needs a Group Chat, And Digital Twins Are the Invite

7/1/25

Let’s be honest. Managing your health today feels like trying to coordinate a group project where nobody checks their messages. Your cardiologist, endocrinologist...

Read more

The Great Code Shift: Turning the ICD-11 Mandate into a Competitive Advantage

6/25/25

The healthcare industry still has scars from the ICD-9 to ICD-10 transition. The stories are legendary in Health IT circles: coder productivity plummeting, claim denials surging, and revenue cycles seizing up for months. It was a painful lesson in underestimation...

Read more

Beyond the Box: Finding the Signal in RPM's Next Chapter

6/19/25

In my work with healthcare organizations across the country, I see two distinct patient profiles coming into focus. They represent the past and future of remote care, and every successful practice must now build a bridge between them...

Read more

The Living Echo: How Digital Twins Are Reshaping Personalized Healthcare and Operational Excellence

6/11/25

The healthcare landscape is continuously evolving, and among the most profound shifts emerging is the concept of the Digital Twin for Patients. This technology isn't merely an abstract idea...

Read more

Why the MIPS MVP Model is the Future—and How Your Practice Can Win

6/2/25

Change is inevitable in healthcare. Often, it feels overwhelming—but occasionally, a new shift arrives that genuinely makes things simpler...

Read more

Does RPM Miss What Patients Really Need?

5/27/25

It starts with a data spike… a sudden drop in movement, a rise in reported pain. The alert pings the provider dashboard, hinting at deterioration. But what if that signal isn’t telling the whole truth

Read more

Transforming Chronic Pain: The Power of RPM, RTM, and CCM

5/19/25

Chronic pain isn’t just a condition, it’s a thief. It steals time, joy, and freedom from over 51 million Americans, according to the CDC, costing the economy $560 billion a year. As someone passionate about healthcare innovation, I’ve seen how this silent struggle affects patients, families, and providers...

Read more

Introduction: Demystifying Ontology—Returning to the Roots

5/16/25

In the tech industry today, we frequently toss around sophisticated terms like "ontology", often treating them like magic words that instantly confer depth and meaning. Product managers, software engineers, data scientists—everyone seems eager to invoke..

Read more

APCM Codes: The Quiet Revolution in Primary Care

5/13/25

Picture Mary, 62, balancing a job and early diabetes. Her doctor, Dr. Patel, is her anchor—reviewing labs, coordinating with a nutritionist, tweaking her care plan. But until 2025, Dr. Patel wasn’t paid for this invisible work...

Read more

It Always Starts Small: Lessons from the Front Lines of Healthcare Audits

4/28/25

In healthcare, most of the time, trouble doesn't announce itself with sirens and red flags. It starts quietly. A free dinner here. A paid talk there. An event that feels more like networking than education...

Read more

Unveiling RPM Fraud Risks—A Technical Dive into OIG Findings and FairPath’s AI Fix

4/24/25

The Office of Inspector General’s (OIG) 2024 report, Additional Oversight of Remote Patient Monitoring in Medicare Is Needed (OEI-02-23-00260), isn't just an alert—it's a detailed playbook exposing critical vulnerabilities in Medicare’s Remote Patient Monitoring (RPM) system...

Read more

The Cost of Shortcuts: Lessons From a $4.9 Million Mistake

4/21/25

When the Department of Justice announces settlements, many of us glance at the headlines and move on. Yet, behind those headlines are real stories about real decisions...

Read more

One Biller, One Gap: How a Missing Piece Reshapes Everything

4/14/25

There’s a quiet agreement most of us make in business. It’s not in a contract. It’s not written on a whiteboard. But it runs everything: trust...

Read more

The System Is Rigged: How AI Helps Independent Docs Fight Back

4/10/25

Feeling like you’re drowning in regulations designed by giants, for giants? If you're running a small practice in today's healthcare hellscape, it damn sure feels that way...

Read more

Trust Is the Real Technology: A Lesson in Healthcare Partnerships

4/7/25

When people ask me what Intelligence Factory does, they often expect to hear about AI, automation, or billing systems. And while we do all those things...

Read more

Million Dollar Surprise

4/3/25

“They’re going to put me out of business. They want over a million dollars. I don’t have a million dollars”, his voice cracked over the phone...

Read more

Unlocking AI: A Practical Guide for IT Companies Ready to Make the Leap

12/22/24

Introduction: The AI Revolution is Here—Are You Ready?

Artificial intelligence isn’t just a buzzword anymore—it’s a transformative force reshaping industries worldwide. Yet for many IT companies, the question isn’t whether to adopt AI but how...

Read more

Agentic RAG: Separating Hype from Reality

12/18/24

Agentic AI is rapidly gaining traction as a transformative technology with the potential to revolutionize how we interact with and utilize artificial intelligence. Unlike traditional AI systems that passively respond to...

Read more

From Black Boxes to Clarity: Buffaly's Transparent AI Framework

11/27/24

Large Language Models (LLMs) have ushered in a new era of artificial intelligence, enabling systems to generate human-like text and engage in complex conversations...

Read more

Bridging the Gap Between Language and Action: How Buffaly is Revolutionizing AI

11/26/24

The rapid advancement of Large Language Models (LLMs) has brought remarkable progress in natural language processing, empowering AI systems to understand and generate text with unprecedented fluency. Yet, these systems face...

Read more

When Retrieval Augmented Generation (RAG) Fails

11/25/24

Retrieval Augmented Generation (RAG) sounds like a dream come true for anyone working with AI language models. The idea is simple: enhance models like ChatGPT with external data so...

Read more

SemDB: Solving the Challenges of Graph RAG

11/21/24

In the beginning there was keyword search. Eventually word embeddings came along and we got Vector Databases and Retrieval Augmented...

Read more

Metagraphs and Hypergraphs with ProtoScript and Buffaly

11/20/24

In Volodymyr Pavlyshyn's article, the concepts of Metagraphs and Hypergraphs are explored as a transformative framework for developing relational models in AI agents’ memory systems...

Read more

Chunking Strategies for Retrieval-Augmented Generation (RAG): A Deep Dive into SemDB’s Approach

11/19/24

In the ever-evolving landscape of AI and natural language processing, Retrieval-Augmented Generation (RAG) has emerged as a cornerstone technology...

Read more

Is Your AI a Toy or a Tool? Here’s How to Tell (And Why It Matters)

11/7/24

As artificial intelligence (AI) becomes a powerful part of our daily lives, it’s amazing to see how many directions the technology is taking. From creative tools to customer service automation...

Read more

Stop Going Solo: Why Tech Founders Need a Business-Savvy Co-Founder (And How to Find Yours)

10/24/24

Hey everyone, Justin Brochetti here, Co-founder of Intelligence Factory. We're all about building cutting-edge AI solutions, but I'm not here to talk about that today. Instead, I want to share...

Read more

Why OGAR is the Future of AI-Driven Data Retrieval

9/26/24

When it comes to data retrieval, most organizations today are exploring AI-driven solutions like Retrieval-Augmented Generation (RAG) paired with Large Language Models (LLM)...

Read more

The AI Mirage: How Broken Systems Are Undermining the Future of Business Innovation

9/18/24

Artificial Intelligence. Just say the words, and you can almost hear the hum of futuristic possibilities—robots making decisions, algorithms mastering productivity, and businesses leaping toward unparalleled efficiency...

Read more

A Sales Manager’s Perspective on AI: Boosting Efficiency and Saving Time

8/14/24

As a Sales Manager, my mission is to drive revenue, nurture customer relationships, and ensure my team reaches their goals. AI has emerged as a powerful ally in this mission...

Read more

Prioritizing Patients for Clinical Monitoring Through Exploration

7/1/24

RPM (Remote Patient Monitoring) CPT codes are a way for healthcare providers to get reimbursed for monitoring patients' health remotely using digital devices...

Read more

10X Your Outbound Sales Productivity with Intelligence Factory's AI for Twilio: A VP of Sales Perspective

6/28/24

As VP of Sales, I'm constantly on the lookout for ways to empower my team and maximize their productivity. In today's competitive B2B landscape, every interaction counts...

Read more

Practical Application of AI in Business

6/24/24

In the rapidly evolving tech landscape, the excitement around AI is palpable. But beyond the hype, practical application is where true value lies...

Read more

AI: What the Heck is Going On?

6/19/24

We all grew up with movies of AI and it always seemed to be decades off. Then ChatGPT was announced and suddenly it's everywhere...

Read more

Paper Review: Compression Represents Intelligence Linearly

4/23/24

This is post is the latest in a series where we review a recent paper and try to pull out the salient points. I will attempt to explain the premise...

Read more

SQL for JSON

4/22/24

Everything old is new again. A few years back, the world was on fire with key-value storage systems. I think it was Google's introduction of MapReduce that set the fire...

Read more

Telemedicine App Ends Gender Preference Issues with AWS Powered AI

4/19/24

AWS machine learning enhances MEDEK telemedicine solution to ease gender bias for sensitive online doctor visits...

Read more