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

Summary & Key Insights

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. The first is the patient for whom technology is a barrier; they need a solution that is simple, reliable, and works the moment it’s taken out of the box. For them, a cellular blood pressure cuff isn't just a device; it's a lifeline to their provider.

The second is the patient who is already fluent in technology. They track their health on their own smartwatches and connected devices, and they expect their healthcare providers to be able to listen in. For them, being asked to use a separate, single-function device feels like a step backward.

Serving both of these patients simultaneously is the new, defining challenge for anyone serious about remote care.

The Role of Cellular Devices

For years, the cellular device has been the undisputed workhorse of RPM. The most successful and equitable programs we’ve seen are built on the back of this technology. Its genius is its simplicity, ensuring high compliance rates and providing a crucial link to our most vulnerable populations. Cellular devices are, and will continue to be, a foundational pillar of any effective remote care strategy.

The Rise of Consumer Wearables

But a new force is shaping the market: patient demand. The cultural shift toward personal health tracking and the proliferation of consumer wearables is undeniable. This represents a powerful opportunity for healthcare providers to meet patients where they are, leveraging the technology they already own to scale programs with greater flexibility and lower hardware costs. To ignore this is to ignore a massive opportunity for growth and patient engagement.

The Real Challenge: Data Overload

This brings us to the real challenge, one that has little to do with hardware and everything to do with data.

In observation, the operational friction of trying to manage a hybrid device ecosystem can be overwhelming. When you open the door to multiple data streams, you risk creating a cacophony of information that buries your clinical team. The clean, simple signal from the cellular device gets lost in the noisy, high-volume data from a consumer wearable. The greatest threat to a remote care program's ROI is the staff burnout that comes from chasing meaningless alerts and sifting through mountains of data for one actionable insight.

The Solution: An Intelligent Data Layer

The solution, then, isn’t about choosing a better device. It’s about implementing a more intelligent data strategy.

What is needed is a unifying layer that sits between the patient’s chosen device and the clinical team’s dashboard. A quiet, intelligent system that is device-agnostic, capable of securely ingesting data from both a simple cellular cuff and a complex smartwatch. Its primary function must be to translate and normalize this information, filtering out the noise to amplify the true clinical signal. It’s a platform whose purpose is to protect a clinical team’s focus and ensure that no matter the tool, the insight delivered is clean, actionable, and trustworthy.

The Future of Remote Care

As we design the next generation of healthcare technology, the question we must solve is not which device will win. The question is: How will we build the intelligent infrastructure needed to listen to all patients, in all the ways they are now able to speak to us? Solving that is the key to the future of remote care.

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