Smarter Every Day — The Genesis AI Charge Capture Learning Loop in Action

In 2023, MediMobile launched our automated medical coding solution. A year later, in 2024, we officially named it Genesis — a fitting title for a new beginning in healthcare technology. Now, as we celebrate two years of Genesis, we’re looking back not just on milestones, but on the innovation that sets Genesis apart.

This post is the second entry in our Genesis Two-Year Anniversary Blog Series, where we explore the unique ways our AI solution continues to evolve, transform, and lead the industry.

The Myth of Static AI in Healthcare

Many healthcare organizations have tested so-called “AI.” Too often, what’s being sold as artificial intelligence is little more than rules-based automation — locked in at launch. The moment payer rules shift or clinical documentation changes, accuracy nosedives.

That’s the danger of static AI: it can only solve yesterday’s problems.

Genesis was built differently.

The Genesis Learning Loop

At the heart of Genesis is what we call the Learning Loop — a cycle of continuous improvement where every encounter makes the system smarter.

How it works:

1. Clinical Documentation: Providers chart as usual in their EMR. MediMobile captures the data.

2. AI Coding Suggestions: Genesis recommends CPT and ICD-10 codes in real time.

3. Feedback: Provider or coder adjustments feed directly back into the model.

4. Claims & Denials Data: Payer feedback further sharpens accuracy.

5. Continuous Improvement: With every cycle, Genesis adapts, learns, and evolves.

This isn’t just AI. This is AI that learns daily.

Real-World Impact: Accuracy That Compounds

Because of the Learning Loop, the gains from Genesis don’t just add up — they compound:

• Coding errors decrease month over month as the model trains on real-world feedback.

• Denials drop steadily because payer logic is factored in continuously.

• Coders spend less time correcting charges, freeing them to focus on exceptions, not the routine.

For providers, that means less time fixing codes.
For executives, it means confidence that revenue streams are protected.

Why This Matters for Healthcare Leaders

For decision-makers, the Learning Loop brings not just operational improvements but strategic advantages:

• Scalability: As your group grows, Genesis grows with you.

• Resilience: New payer or compliance rules don’t derail workflows — Genesis adapts in real time.

• Competitive Edge: While other systems lag behind, Genesis users move forward with continuously improving accuracy.

The Future of Adaptive Coding and AI Charge Capture

The Learning Loop is just the foundation. Here’s where Genesis is headed next:

• Proactive Denial Prevention: Spotting potential claim issues before they’re submitted.

• Documentation Guidance: Helping providers capture every compliance-critical detail.

• Enterprise Insights: Turning encounter-level learning into system-wide analytics.

Two years in, Genesis has proven something powerful: AI doesn’t have to be static. It can be adaptive. It can be alive. And it can get smarter every single day.

FAQ: The Genesis Learning Loop

Q: How is Genesis different from other AI solutions?
A: Unlike static systems, Genesis continuously learns from provider feedback, coder adjustments, and payer denials. Every interaction improves accuracy.

Q: Does the Learning Loop replace coders?
A: No. It makes coders more effective by reducing repetitive corrections, allowing them to focus on higher-value cases.

Q: How quickly does Genesis adapt to new payer or regulatory rules?
A: In real time. As soon as payer feedback or new documentation patterns appear, Genesis incorporates those changes into its model.

Q: What results can organizations expect?
A: Most clients see ROI in 1–3 months, with reduced denials, fewer coding errors, and reclaimed time for providers and coders.

👉 Ready to see the Genesis Learning Loop in action? Book a demo on our calendar below!