Introducing FairPath.AI

Safe and Understandable AI-Powered Software to Transform your RPM, RTM & CCM

FairPath helps practices run profitable remote care programs—without audit risk, billing confusion, or compliance gaps. FairPath Pro goes further, managing your entire RPM operation end-to-end.

Built for Dynamic Regulatory
Environments

With the increased scrutiny and regulatory demands for running remote care programs, software that handles sudden regulatory changes is more important than ever. FairPath is an intelligent compliance management system purpose-built for remote care programs facing dynamic, demanding regulatory environments.
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Patient Consent & Education Automation
Real-time, HIPAA-compliant audio recordings and transcriptions during onboarding.
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Continuous Patient Compliance
Automated text and AI-driven interactions significantly boost patient adherence, while providing verifiable communication records.
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Audit-Ready Documentation
Automated, timestamped, tamper-proof documentation of every clinician interaction.
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Real-time AI Oversight
Proactively flag potential compliance gaps before claims submission, ensuring no critical data goes missing post-submission.
The Tech Under the Hood
Our proprietary ontology engine Buffaly allows us to catch up to fluid regulatory changes at higher times than the competition, while ensure interoperability between disparate systems like ICD-10, SNOMED, and CPT®.

If regulations change, we change. Fast. No need to wait for slow rollouts.
The Intelligence Factory Difference

How We Empower Your Practice

The FairPath platform has processed over 1.1 million claims and recovered more than $36.7 million. By training FairPath on millions of real patient and financial transactions, we’ve achieved a 98% RPM payment success rate.
Keeps Your Data Safe and Secure
Built from the ground up to meet HIPAA standards, our solutions protect your sensitive information without sending it outside your control—peace of mind included.
Accurate Billing You Can Trust
Our technology ensures every claim is right the first time, cutting errors that lead to denials. No complicated AI gimmicks—just dependable results tailored for healthcare billing.
Affordable for Small Practices
FairPath skips the big setup fees and tech headaches. You get expert billing support customized to your needs, at a price that fits your budget.
Full Service Billing Assistance
Larger partners can integrate FairPath's platform for their own RCM needs, leveraging our proven technology.
Try FairPath Today

How Does FairPath Work? Try Our Low-Risk Starter  

Discover how FairPath processes your billing with a low-risk starter package:
  • Upload 1-3 claims
  • Let our AI handle eligibility, coding, and status checks
  • See 98% payment success, less than 5% denials, and 90% payments in 30 days in just 24-48 hours—no big fees
Since 2018, we’ve delivered precise results for practices like yours. Start exploring today!
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Our Solutions

Tailored AI for Healthcare

At Intelligence Factory, we harness cutting-edge AI to solve healthcare's toughest challenges. Our solutions streamline billing, enhance patient engagement, and ensure compliance, all powered by hallucination-free technology designed for your success.
FairPath
End-to-End Software Package
What It Is:
FairPath is a compliance-first platform that lets practices run their own remote care programs with audit-readiness. From onboarding, device management, and program management, to clinical reviews and patient communications, to billing and claims submission, FairPath has all the tools you need to run your RPM program.

Why It Matters:
FairPath aligns every claim with CMS rules, reducing fraud risk and denial rates. You stay compliant without adding tech staff or stress.
Learn More About FairPath →
FairPath Pro
Turnkey RPM Solution
What It Is:
A turnkey service where Intelligence Factory manages your full RPM program—staffing, onboarding, monitoring, billing, compliance.

Why It Matters:
You gain the benefits of remote care without learning Medicare billing rules or adding overhead. It’s plug-and-play RPM, built right.
Learn More About FairPath Pro →
Nurse Amy
Patient Engagement Agent
What It Is:
A virtual care agent that improves patient follow-through. Nurse Amy automates reminders, support calls, and satisfaction check-ins for RPM, RTM, and CCM patients.

Why It Matters:
Higher patient compliance means more billable events, better outcomes, and less staff burden. Amy keeps patients engaged automatically.
Learn More About Nurse Amy →
Buffaly + NLU
Ontology Engine with Integrated Language Engine
What It Is:
A medical-grade ontology engine that transforms messy notes and alerts into clean, structured billing and compliance data. Additionally, Buffaly allows for interoperability between disparate systems – ICD-10, CPT, SNOMED.

Why It Matters:
It solves messy data problems with precision, turning chaos into clear outputs that save time and boost accuracy.
Learn More About Buffaly NLU →
Setting New Standards in AI

Why Intelligence Factory?

We're a team of passionate engineers based in Orlando, Florida, committed to reshaping AI beyond Silicon Valley's influence. After powering solutions for Delta Airlines, AT&T, and others, we started working in Healthcare in 2018. Since then we’ve focused on leveraging our expertise to address billing inefficiencies with tools that are safe, understandable, and controlled.
Compliance Without Complexity

The Five Pillars of a Compliant,
Scalable RPM Program

FairPath directly addresses the issues highlighted in the OIG’s 2024 RPM audit—preventing fraud, missed revenue, and denials.
Consolidated Data Platform
Unified dashboard for all device data

AI flags urgent readings

No more portal-hopping or missed interventions
Billing & Charge Optimization
Fully automates 99453, 99454, and 99457/99458 billing

Calibrates charges to avoid payer scrutiny

Flags duplicates and multi-episode risks
Compliance & Documentation Engine
Timestamps every interaction in a HIPAA-compliant system

Tracks who did what, when

Proven to defend audits and clawbacks
Patient Engagement Tools
30% improvement in usage from calls/texts

Captures 99453 consent and education digitally

Flags inactive patients before it’s too late
Eligibility Verification System
Real-time checks for Medicare, Advantage, and dual plans

Flags ineligible patients pre-enrollment

Prevents non-reimbursable claims and wasted setups
Portfolio Highlights

Structured Solutions for Remote Care

Each of these projects reflects the same principles behind FairPath: structured AI, built for trust, transparency, and real-world complexity. From scalable eligibility checks to seamless EHR integration, these solutions show how our technology performs under pressure—exactly where it counts.
Turn Medical Chaos into Structured Insight
Seamlessly unify fragmented EHR and EMR data with a semantic engine designed for healthcare.
FairPath’s integration layer normalizes inputs from over 30 EHR systems—including Epic and eClinicalWorks—transforming disconnected diagnoses, labs, and billing codes into one coherent data model that powers eligibility checks, reporting, and automation.
Learn More →
Allocate Clinical Time Without Compromising Care
After critical alerts, every patient still deserves attention—but time is finite.
FairPath uses adaptive algorithms to help clinicians decide who to engage next—balancing need, compliance, and sustainability. It’s not about cutting corners; it’s about using every minute wisely to maximize real patient impact.
Learn More →
Eligibility Without the Guesswork—or the Per-Transaction Fees
Automated coverage checks built for practices that can’t afford enterprise systems.
With FairPath, eligibility validation is no longer a bottleneck. Our ontology-driven engine delivers high-accuracy checks across insurers and program types—fully auditable and designed for underserved providers.
Learn More →
Beyond Healthcare

Our Artificial Intelligence Legacy

While healthcare is our focus, Intelligence Factory's AI has a proven track record across industries. Our Feeding Frenzy suite has optimized sales and support workflows for IT companies, showcasing our technology's versatility and reliability beyond medical billing.
Learn About Non-Medical
Solutions →
How It Works

A Simplified, AI-Driven Billing Workflow

Our AI solution transforms your billing process with a structured, step-by-step approach:
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Eligibility Verification
Instantly confirm patient coverage with AI that retrieves accurate, real-time insurance details.
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Claims Coding
Generate precise CPT codes and ICD-10 mappings to prevent denials and resubmissions.
The image represents eligibility verification. The profile card with a person icon symbolizes individual data or identity, while the magnifying glass emphasizes the process of closely examining or verifying details. The connecting nodes suggest a system or network approach, indicating the process of assessing eligibility within a structured or interconnected framework, likely involving data evaluation and confirmation.
Prior Authorization
Skip the manual process—our AI gathers required information and expedites approvals.
The image visually represents integration by combining a computer monitor and interconnected gears, symbolizing the seamless merging of digital processes and mechanical operations. The purple and orange color scheme emphasizes innovation and efficiency in technological systems.
Seamless Integration
Easily connect with your EHR, practice management systems, and billing software through scalable APIs.

Take the First Step with Intelligence Factory

Ready to transform your billing process? Whether you're a small practice seeking our expert billing service or a larger partner looking to integrate FairPath's technology, we're here to help you succeed.
What You'll Get:
Free Consultation
Discuss your billing challenges with our experts—no obligation.
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Recent Updates

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

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. They slow hiring, increase churn, and ultimately suppress panel growth. The good news is that programs designed around fair mobility, documented supervision, and clean data protections tend to recruit better and scale faster.

What the FTC letter actually signals

No nationwide ban exists today, but the enforcement environment has changed. The Commission’s outreach to provider organizations and staffing firms communicates that case‑by‑case scrutiny is on the table. The lens is broader than classic noncompetes. Agencies are looking at no‑poach agreements, information sharing about wages, training repayment devices that act like lock‑ins, and liquidated damages that operate as penalties. In short, healthcare employers should assume contracts will be read through a worker‑mobility and patient‑choice lens.

Why restrictive contracts backfire on recruitment

Markets with heavy “noncompete” usage have thinner applicant pools. Clinicians avoid communities where lateral moves come with downtime or relocation. Younger physicians and experienced care managers are especially sensitive to these constraints. The practical effect inside a practice is familiar: longer time‑to‑hire, higher reliance on locums or agency, and rising total cost per filled role. Even when a noncompete is enforceable under state law, it can still be a recruiting deterrent that competitors exploit by advertising mobility‑friendly policies. When the labor market notices, you are paying a premium to defend a clause that no longer serves you.

The indirect costs are just as real. Overbroad restrictions shift energy away from culture, supervision, and process. Teams spend more time debating contract language and less time tuning panel workflows, outreach cadence, and post‑discharge touchpoints. The signal to candidates is unmistakable.

Patient choice and APCM access

APCM is built on longitudinal relationships. If a care‑team member exits and patients must switch clinicians or wait out a restriction, continuity suffers. In rural counties and tight urban submarkets, a single departure can shrink appointment supply for months. Noncompetes that bite across a broad radius or include categorical bans on patient contact can interrupt chronic care plans and frustrate beneficiaries who reasonably expect to follow their focal clinician. When contracts prioritize territorial control over access, they undermine the very metrics practices are trying to improve.

What fair looks like inside APCM care‑manager teams

Teams that scale APCM effectively tend to make a handful of design choices that hold up under regulatory and market scrutiny:

  • Mobility‑neutral staffing. Roles are defined against APCM service elements, not against personalities. Documentation is standardized so coverage survives turnover without punishing anyone for changing jobs.
  • Tight confidentiality and IP, not broad bans. Contracts protect patient lists, data models, and workflow IP through confidentiality, access controls, and assignment clauses. Restrictions on patient solicitation, where permitted, are narrow and time‑limited with clear continuity‑of‑care carve‑outs.
  • Compensated stability. Notice periods are reasonable and tied to cross‑training and handoffs. Retention value comes from culture and benefits, not from penalties dressed up as training repayment.
  • Supervision discipline. General‑supervision standards are explicit. Consent language, care plans, transitions of care, and after‑hours access are documented in a way that survives staff changes and audits.

When these elements are built into the operating model, recruitment materials become simpler, offer letters move faster, and patient choice is preserved without leaning on heavy post‑employment restraints.

Partnering with vendor platforms without no‑poach risk

Platform partnerships are essential in APCM for analytics, outreach, and clinical operations. They are also where many of the riskiest clauses hide. Platform agreements that work in the current environment share a set of characteristics:

  • Compete on value, not hiring restrictions. Avoid mutual no‑poach language. Where stability matters, use a transparent right‑to‑hire construct for vendor‑assigned staff with a limited, capped placement fee. It clarifies incentives without suppressing mobility.
  • Clean information flows. Keep compensation data out of joint forums. Rely on independent benchmarking and role‑based ranges instead of exchanging live wage or bonus data with a partner who also hires from the same market.
  • Data and IP clarity. Spell out ownership of registries, algorithms, and workflow artifacts. Protect them through access and use terms rather than by limiting lawful employment choices of individual clinicians.
  • APCM alignment in the MSA. Bake supervision, consent capture, transitions of care, and 24/7 access expectations into the contract. Make staffing credentials and service levels explicit so quality is not dependent on who a vendor assigns next quarter.

These choices support compliance and remove a major source of friction in provider‑vendor relationships. They also make it easier to onboard the next market without rewriting the playbook.

Build vs buy, and why the operating model is the real differentiator

There are two reliable ways to get this right. One is to learn all of it the hard way over multiple cycles of hiring, attrition, and contract cleanup while state law shifts under your feet. The other is to adopt an operating model that already embeds mobility‑friendly contracting, supervision discipline, and platform guardrails as defaults.

In our experience, leaders do not need another to‑do list. They need a system that assumes fairness and compliance and proves it every day in how the team hires, schedules, documents, and reports. That is why we engineered our APCM operating stack to make the compliant choice the easy choice. Templates reflect current state‑level constraints. Supervision checklists are native to onboarding. Vendor agreements align to patient choice and audit reality. Panel growth and access targets stay front and center because the contracts are not fighting the strategy.

When this is the baseline, your team talks more about patient outcomes and less about whether a clause will survive an enforcement letter. Recruiters lead with culture and mission. Candidates hear mobility and growth, not restrictions and penalties. Patients keep their clinicians.

Guardrails that still matter

  • Mind the patchwork. State noncompete rules, wage thresholds, and healthcare‑specific carve‑outs vary widely and continue to evolve. Treat templates as living documents.
  • Watch for de facto restraints. Training repayment agreements, exit fees, and long non‑solicits can chill mobility if drafted broadly. Keep any cost recovery tied to actual, documented expenses and use pro‑rata reductions.
  • Document legitimate interests. Where a narrow restraint remains, record the specific trade secret or investment it protects and why alternatives would not suffice. That paper trail is a practical defense if the clause is questioned.
  • Separate patient rights from employment debates. Continuity‑of‑care expectations should be explicit and honored regardless of who employs a clinician next quarter.

The bottom line

The FTC’s message is not anti‑growth. It is a reminder that healthcare organizations can protect what matters without suppressing mobility or patient choice. Practices that embed fair contracts, supervision discipline, and data clarity into their APCM model hire faster, retain longer, and serve patients better. That is the operating posture we build and run every day.

If you want to see what a mobility‑friendly APCM operating model looks like in practice, request a 20 minute readiness review. Or DM me for the checklist we use with practice leaders and platform partners.

Disclaimer: This article is informational only and not legal advice; APCM coverage and contracting requirements vary by MAC and plan.

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

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.

The opportunity is real: practices executing APCM effectively report 20-30% revenue increases, 40% reduction in acute care events, and dramatic improvements in provider satisfaction. The risks are equally real: a $14.9 million settlement for improper chronic care billing reminds us that good intentions don't replace rigorous execution.

Having analyzed CMS evaluations, vendor data, and early adopter experiences, here is the operational blueprint that separates APCM success from expensive failure.


Start With Compliance Architecture

Before enrolling your first patient, build compliance into your operational DNA. This is about creating sustainable systems that protect your practice while delivering superior care.

Your compliance framework requires:

Documentation Protocols: Every patient interaction must be captured within 48 hours. Create templates for consent discussions, care plan updates, and monthly touchpoints. Build automated flags for missing documentation before billing submission.

Supervision Standards: General supervision means the billing practitioner is immediately available by phone during all APCM services. Document your supervision structure, including coverage arrangements and escalation protocols.

Billing Integrity: Only one practitioner can bill APCM per patient monthly. APCM cannot be billed concurrently with CCM, PCM, or TCM. Build system edits that prevent concurrent billing automatically.

Audit Readiness: Maintain detailed logs of all patient interactions, including unsuccessful contact attempts. Create monthly compliance reports that verify every billed service meets CMS requirements.


Solve the Staffing Equation Through Technology

APCM's staffing expectations (1,000 to 2,500 patients per care manager) require fundamental workflow redesign. The math is simple: at 2,000 patients requiring monthly touchpoints, a care manager has 5.4 minutes per patient monthly assuming zero documentation time.

The successful staffing model:

Tier Your Population: Use HCC scores, social determinants, and utilization history to stratify patients into engagement levels. High-risk patients receive weekly touchpoints; stable patients receive efficient monthly check-ins.

Deploy Intelligent Automation: AI-enabled documentation reduces charting time by 70%. Automated outreach campaigns handle routine check-ins. Predictive analytics flag patients requiring immediate intervention.

Create Specialized Roles: Separate enrollment specialists, care coordinators, and clinical reviewers. Each role requires 40+ hours of initial training plus monthly skill reinforcement.

Build Surge Capacity: Partnering with third-party care management services for overflow support has been the answer but practices immediately give away a sizable percentage of reimbursements when they rely on a vendor. Maintaining staffing flexibility for enrollment campaigns and quality reporting periods for the early periods of the program is the best system.


Master the Revenue Model

APCM's financial model rewards scale and operational excellence while punishing inefficiency. Your pro forma must reflect reality, not optimism.

Revenue planning essentials:

Realistic Enrollment: Model 35% enrollment at G0557 level ($83 average), not the 60-70% vendors promise. Factor 15-20% cost-sharing refusal from seniors on fixed incomes.

Transition Costs: Expect 60-90 day revenue delays during initial implementation. Medicare Advantage plans may take 6-12 months to recognize APCM codes.

Performance Variables: Quarterly adjustments based on quality metrics can swing revenue by 15%. Build conservative assumptions about performance scores during your first year.

Break-Even Analysis: You need 35% enrollment at G0557 rates to cover care management infrastructure. ROI realistically occurs at 18-24 months, not 6-12 months.

Opportunity Cost: Calculate lost revenue from forfeiting TCM, virtual check-ins, and other billable services for APCM patients.


Execute Patient Engagement Strategically

Patient consent and engagement determine program viability. CPC+ practices that treated enrollment as an administrative task achieved 20% participation. Those that built engagement strategies achieved 45%.

Your engagement blueprint:

Benefits-First Conversations: Train staff to explain APCM as "your personal healthcare advocate who knows your medical history and helps coordinate all your care." Address costs only after establishing value.

Financial Sensitivity: Identify financial assistance programs proactively. Create hardship protocols for patients who cannot afford cost-sharing.

Communication Preferences: Document whether patients prefer calls, texts, or portal messages. Honor these preferences to maximize engagement.

Family Integration: Develop protocols for involving caregivers with proper HIPAA authorization. Complex patients often require family support for care plan adherence.

Monthly Touchpoint Strategy: Design interactions that provide value, not just meet billing requirements. Medication reviews, preventive care reminders, and care coordination updates maintain engagement.


Build Integrated Technology Infrastructure

Technology integration determines whether APCM enhances or overwhelms your practice. Partial integration guarantees failure.

Essential integration points:

Patient Identification and Eligibility: You must have a system to automatically flag APCM-eligible patients based on diagnosis codes, utilization patterns, and payer source.

Care Plan Management: Bi-directional data flow between care management platforms and EHRs ensures documentation completeness and accuracy.

Remote Monitoring: To capture add-on care effectively, device data must flow seamlessly into care plans, triggering alerts for clinical deterioration.

Billing Validation: Automated checks verify documentation completeness, consent status, and concurrent billing restrictions before claim submission.

Performance Tracking: Real-time dashboards monitor enrollment rates, engagement metrics, and quality indicators.


Manage Performance Proactively

Performance-based payment adjustments can devastate practice economics if you're reactive. Successful practices treat performance management as a daily discipline.

Critical performance indicators:

Utilization Metrics: Track hospital admissions and ED visits by risk tier daily. Investigate every acute event to identify prevention opportunities.

Engagement Scores: Monitor patient contact rates, care plan completion, and satisfaction scores weekly.

Quality Measures: Align APCM activities with MIPS and ACO quality metrics for maximum reimbursement.

Financial Performance: Review revenue per patient, cost per patient, and margin trends monthly.

Predictive Analytics: Use risk scores to identify patients likely to experience acute events within 30 days. Intervene proactively.


Navigate the Small Practice Challenge

Independent practices face structural disadvantages but are not excluded from APCM success. The key is leveraging shared resources while maintaining clinical autonomy.

Small practice strategies:

Collaborative Networks: Join IPAs or ACOs, or find reasonable cost technology partners that provide technology infrastructure and operational support.

Vendor Partnerships: Avoid vendors for care coordination whenever possible to maximize on patient care results and reimbursements.

Focused Implementation: Start with your highest-risk (QMB Level 3+) patients where APCM's care coordination provides maximum value.

Advocacy Engagement: Participate in medical associations advocating for small practice support in value-based programs.


The Path Forward

APCM is a fundamental shift in primary care delivery and economics. Practices that approach it as a billing opportunity will fail. Those that use it to redesign care delivery will thrive.

The lessons from CPC+ and Primary Care First are clear: success requires operational excellence, not just good intentions. The practices building sustainable APCM programs invest in compliance infrastructure, deploy technology strategically, and maintain relentless focus on both patient outcomes and financial performance.

Medicare's move toward value-based care is irreversible. APCM represents your opportunity to lead this transformation rather than be displaced by it. The question isn't whether to participate—it's whether you're prepared to execute at the level required for success.

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

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?

So, what do you need if you're going to implement APCM?

1. 24/7 Clinician Access

Patients enrolled in APCM must have the ability to reach a clinician at any time, day or night. In practice, this typically involves setting up an on-call rotation among your staff or contracting with a dedicated nurse triage service. Whoever answers the call should have secure, real-time access to patient charts, ensuring accurate decision-making and compliance with documentation requirements.

2. Consistent Care Provider

Continuity is key in APCM—patients should consistently see the same provider or care team member. You’ll need to assign each patient a designated clinician or care team, adjusting your scheduling and routing processes so follow-up visits and communications are consistent and personalized.

3. Flexible Care Delivery

Care delivery under APCM extends beyond traditional office visits. Your practice will need to offer telehealth visits (both video and phone), portal-based e-visits, and even accommodate extended hours or home visits when appropriate. These options help ensure patient needs are met conveniently and effectively.

4. Comprehensive Care Management

APCM requires a broader view of care management, addressing not only medical needs but also psychosocial and functional health concerns. Your practice should implement structured intake procedures, regular medication reconciliations, preventive health checks, and proactive monitoring of high-risk patients.

5. Electronic, Patient-Centered Care Plan

Every patient enrolled in APCM must have a dynamic, electronic care plan accessible to the patient, their caregivers, and the clinical team. This plan should be regularly updated, especially after significant health changes like new diagnoses, medications adjustments, or hospitalizations.

6. Timely Follow-Up After Care Transitions

Patients discharged from hospitals, emergency rooms, or skilled nursing facilities must receive follow-up contact within seven days. Implementing processes to capture admission and discharge notifications and assigning staff to promptly follow up are critical for compliance and continuity.

7. Coordinated Practitioner and Community Support

Primary care under APCM involves close coordination with specialists, home health services, and local community resources. Your practice should maintain a reliable referral tracking system, securely store consult notes, and build and regularly update a directory of community-based support services.

8. Enhanced Patient Communication

Patients should be able to communicate with their care team asynchronously via secure messaging or patient portals. Establishing protocols to ensure staff respond promptly—typically within one to two business days—helps maintain patient engagement and satisfaction.

9. Documented Patient Consent

Before enrolling a patient in APCM, informed consent must be clearly documented. Patients need to understand billing exclusivity, their right to discontinue services, and potential cost-sharing responsibilities. Creating and using standardized scripts and consent forms will simplify this process and ensure compliance.

10. Required Initiating Visit

New patients or those who haven't been seen in over three years require an initiating visit to begin APCM services, often conducted as an Annual Wellness Visit or comprehensive evaluation. During this visit, your team should review health conditions, set initial care goals, and capture consent documentation thoroughly.

11. Population-Level Data Analysis

Practices implementing APCM must proactively analyze their patient panels to identify and address gaps in care. Utilizing population health dashboards can help your team efficiently identify patients needing screenings, lab tests, or follow-up visits and assign outreach tasks accordingly.

12. Risk-Based Patient Stratification

CMS expects practices to categorize patients into low, medium, and high-risk groups. This stratification should be based on factors such as chronic conditions, recent hospitalizations, emergency visits, and social determinants of health. High-risk patients, in particular, will require more frequent contact and intensive management.

13. Quality Performance Measurement

Practices are required to regularly measure and report on specific quality metrics, such as blood pressure and A1c control, through MIPS Value Pathways or an ACO. Ensuring your electronic health record system can capture these metrics and produce accurate, audit-ready reports is crucial for meeting reporting obligations.

How FairPath Can Help

FairPath simplifies implementing APCM by embedding these requirements into your daily workflow. From managing care plans, facilitating seamless patient communications, and ensuring compliance with quality reporting, FairPath provides the tools necessary for successful APCM implementation. We’re excited to support practices transitioning to this new care model, making high-quality, proactive patient care achievable and financially sustainable.

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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

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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...

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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..

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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)...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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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...

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