Introducing FairPath.AI

Safe and Understandable AI to Transform your Healthcare Billing

Healthcare providers lose $262 billion annually to claim denials. Intelligence Factory's new solution FairPath transforms this challenge into a seamless solution, ensuring you get paid faster with fewer denials.

Medical Billing Expertise You Can Trust

We employ an AI Powered Revenue Cycle Management Trained on millions of real transactions
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98%

Successful Payment Rate in RPM
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Less than 5%

Denial rate in RPM, RTM, and CCM claims
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90%

Of reimbursement payments within 30 days
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Millions of Records

For training. Precision honed by real world-data

Real Stats

1.1M

Charges, Claims & Payments

2018

7 years of expertise in AI-powered billing

$36.7M

Dollars Paid
The Intelligence Factory Difference

How We Empower Your Practice

Our solutions address the toughest billing challenges, delivering measurable value to small practices:
Reduce Denials
With FairPath, we've achieved a <5% denial rate for RPM, RTM, and CCM, minimizing revenue loss from the $262 billion annual denial burden.
Speed Up Payments
90% of payments within 30 days, cutting delays from 45-60 days.
Simplify Workflows
From patient data capture to insurer calls, we streamline every step—no tech burden required for small practices.
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 Billing Service
Full-Service Billing Solution
What It Is:
A full-service billing solution delivered using our AI platform to manage eligibility, coding, prior authorizations, and claim tracking.

Why It Matters:
The high success rate and fast payments means more money in your bank account faster.
Learn More About FairPath →
FairPath Pro
Enterprise Billing Solution
What It Is:
A custom, scalable AI-driven platform for revenue cycle management, built for large practices and partners.

Why It Matters:
It saves time, enhances precision on high-volume claims, and boosts revenue recovery for greater efficiency.
Learn More About FairPath Pro →
Nurse Amy
Patient Engagement Agent
What It Is:
A custom Perfect Agent automating reminders, surveys, and device support for RPM, RTM, and CCM patients.

Why It Matters:
With the time saved Amy as able to spend more time with patients increasing patient satisfaction.
Learn More About Nurse Amy →
Buffaly + NLU
AI Language Engine
What It Is:
A custom AI built over 20 years to turn messy medical text into clear, structured data with explainable precision.

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.
Proven Impact
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.
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.
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.
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.
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.
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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

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

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, choices that felt minor at the time but led to serious consequences. Like the recent settlement involving LiveCare Inc., an RPM provider in Florida, who now owes up to $4.9 million for shortcuts they probably never thought would matter.

Imagine building something valuable—a company designed to help patients with chronic conditions lead healthier, more connected lives through remote monitoring. It’s honorable, essential work. You see rapid growth. But then, quietly, almost without noticing, shortcuts begin. Small decisions. Convenient rationalizations.

LiveCare’s choice? They paid marketers based on Medicare patient referrals. Initially, it seemed like a reasonable approach—more patients meant greater impact, right? But regulators saw it differently. Suddenly, a promising company was thrust into a spotlight it never intended.

The Real Price of Taking Shortcuts

The DOJ and the OIG don't announce settlements simply to penalize individual companies; they do it as cautionary tales. Recent reports found that 43% of patients in Medicare RPM programs didn't receive all required service components. That's a systemic issue, and it goes deeper than just documentation—it cuts directly to trust and integrity.

RPM, CCM, and RTM are rapidly expanding fields, projected to surpass $3 billion this year. But growth without the right safeguards can lead to troubling consequences. LiveCare wasn't merely entangled in regulatory issues; they were faced with fundamental ethical questions about delivering and documenting patient care.

Why Integrity Matters More Than Ever

Integrity isn't a checkbox on a form; it’s the foundation of every successful healthcare initiative. Trust is earned daily, decision by decision, interaction by interaction. It's built slowly and deliberately, but can vanish instantly with one shortcut taken.

LiveCare learned this lesson painfully. They aren't alone—others will inevitably face similar scrutiny as regulatory oversight intensifies.

How to Protect Your Program

Avoiding shortcuts and building real compliance isn’t complicated, but it does require intention:

  1. Transparent Relationships Ensure every partnership and referral arrangement stands clear of any inducement. Use straightforward, fixed-rate agreements validated by legal counsel. Integrity thrives on clarity.

  2. Consistent Delivery & Documentation Every patient must receive all aspects of care as promised. Ensure your systems automatically document compliance, eliminating guesswork and human error.

  3. Preventative Measures Over Damage Control Shortcuts may seem efficient today but become devastating tomorrow. Implement automated systems (like our FairPath risk assessment) to catch and correct issues before they escalate.

  4. A Culture of Accountability Empower your team to speak up, recognizing red flags early and addressing them transparently. Create internal channels that encourage reporting concerns safely and openly.

Trust is the Ultimate Currency

Healthcare is personal—it's fundamentally about trust. Patients, regulators, and colleagues are all deciding every day whether you deserve theirs. LiveCare lost trust—and it's costing them dearly.

At Intelligence Factory, our commitment is to help you protect that trust. Because once it's broken, trust is hard to restore.

We believe shortcuts aren't the way forward. True, sustainable growth comes from consistency, clarity, and integrity.

Ready to lead the right way? We're here to help.

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

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.

We trust that what worked yesterday will still work tomorrow. We trust that people we’ve known for years will keep showing up the way they always have. We trust that if we build a system—especially one that hums quietly in the background—it will just… keep working. Until it doesn’t.

I recently watched a good doctor wrestle with a hard truth: the system he built his practice on wasn’t built to grow. It was built to survive. To “just work.” And it did, for a while.

But that system relied on a single person—his biller—who handled everything behind the scenes. One login. One relationship. One gatekeeper to a critical part of his business.

And then? Silence. No return calls. No emails. No updates. Just growing confusion. Mounting stress. And a practice stuck in place, unable to scale.This wasn’t just a billing problem. It was a trust problem. And those are the hardest ones to fix.

Why This Happens More Than You Think

According to a report by the Medical Group Management Association, 47% of practices say that billing challenges are their biggest barrier to growing remote care programs like RPM and CCM. But it’s not just about codes and claims. It’s about control.Over time, many providers hand over too much authority to a single biller or vendor. It’s easy. It’s comfortable. But it can create a dependency that becomes invisible—until you try to make a change.

Systems Reflect Relationships

A business is only as strong as the systems it’s built on. But systems don’t just reflect workflows—they reflect relationships.

When those relationships are built on unspoken assumptions or outdated habits, cracks form. And when you try to modernize—introduce automation, expand into new services, or reclaim visibility—those cracks become canyons.

It’s not that people mean to create roadblocks. Sometimes life changes. Sometimes people burn out. Sometimes they just move on without saying goodbye.But the system doesn’t forgive that. It just breaks.

The Pain of Rebuilding Is Also the Opportunity

Watching this unfold reminded me why change, though painful, is also clarifying. Because once the cracks are exposed, you can finally see where the structure needs reinforcing.

You can replace a person with a process. You can swap assumptions for accountability. You can shift from "just working" to actually working—for the long term.

But most of all, you can rebuild trust. Not by going back. But by going forward… more aware and more intentional.

What’s the Takeaway?

If you’re running a practice—or any business—take a hard look at the invisible systems that keep you going. Ask yourself:

  1. If that one person stopped showing up, would the system still run?
  2. Are your most critical functions dependent on habit or design?
  3. Is your growth being held back by a relationship that’s past its prime?

There’s no shame in realizing something isn’t working anymore. The shame would be ignoring it.

Change is hard. But when it reveals where trust was misplaced… it also shows you where to build it better.

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

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. And maybe "feeling" isn't the right word – maybe it's just reality.

The Regulatory Squeeze Play – By Design or Deadly Effect?

Let’s be blunt: the practical effect of massive regulations like HIPAA and the Affordable Care Act has been brutal for small, independent practices. Whether intended or not, the outcome is the same – a crushing mountain of administrative demands, complex reporting, and constantly shifting rules that only large organizations seem equipped to handle.

It's a classic scenario some call regulatory capture. Big hospital systems, big insurance – they have the armies of lawyers and lobbyists. Records show giants like UnitedHealth Group poured millions (over $4.5 million in 2009 alone during the ACA debates!) into shaping the landscape in Washington. They thrive in complexity; they write the fine print. Meanwhile, independent docs are left drowning in paperwork, struggling to comply with mandates demanding costly IT overhauls or intricate reporting schemes.

Is it any wonder the independent doctor is becoming an endangered species? AMA data shows solo practices plummeted from around 36% of physicians in 2001 to a stark 18% by 2018. And we all know it hasn't gotten better. The system favors scale, driving consolidation and leaving patients with fewer choices and less personalized care.

Remember Your Family Doctor? They're Vanishing.

A lot of us had one doctor growing up. Same face, same office, year after year. Someone who knew your history without glancing at a chart for three seconds. Mine? Closed up shop years ago. Couldn't fight the endless administrative battle. Since then, it's been a frustrating shuffle between providers. Seeing an actual physician feels like winning the lottery; usually, it's an NP or a PA. Quick visits, fragmented care. That personal connection, that trust built over time? It feels lost under the weight of the modern healthcare machine. It's infuriating. But what if the answer wasn't just quiet resignation?

The Fight Back: AI is Your Equalizer

Here's where we push back. Technology created some of this mess, but smarter technology – AI built for you – can be the solution. What if you had the regulatory insight, the administrative firepower of those giant systems right at your fingertips?They have armies of compliance officers? AI can be yours. They navigate ten thousand bureaucratic rules? AI can automate that nightmare.

This isn't some far-off dream. At Intelligence Factory, we built FairPath specifically for this fight.

Explainable AI: Know WHY, Not Just WHAT

The blizzard of updates is relentless – CMS tweaks thousands of codes and rules yearly, insurers add their own layers. Staying compliant feels impossible.

FairPath doesn't just track the chaos—it masters it. Our system’s core knowledge base stays current daily, understanding the latest CMS directives and insurer demands. When FairPath suggests a billing code based on your notes, or flags a compliance issue, it's not a black-box guess. It uses explainable AI. You can see exactly why a suggestion was made, tracing it back to specific parts of your documentation and the explicit rule that applies. Confidence in your coding, solid defense against audits – that's the power of knowing the 'why'.

Automated Audit Survival: Stop the Admin Hell

Living in fear of Medicare audits and payer clawbacks? Forced to document every trivial interaction just in case? It's exhausting, and for many small practices operating lean, it's unsustainable.

FairPath automates the drudgery. It helps capture, timestamp, and align clinical interactions and data with the stringent rules needed for audits. It builds your ironclad defense automatically. We're not just talking theory – FairPath has already helped practices like yours successfully fight back over $8 million in threatened Medicare clawbacks by providing clear, automated proof. Stop the admin hell and get back to medicine.

Reclaim Your Practice, Stick it to The System

The market is tough, often feeling unfairly stacked against the independent physician. But you don't have to fold. AI is the tool to cut through the complexity, nail compliance, and even find insights your larger competitors miss.

With AI like FairPath – built by people who understand the struggle for people fighting it – you can automate the tasks that drain your time and resources. It's fast, it's explainable, it's your weapon. This isn't just about staying in business; it's about reclaiming your practice, flipping the script, and having the freedom to focus on your patients again. It's time to fight back, stick it to the system, and win.

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