Recover revenueyour practice didn’t know it was losing.
Revyola analyzes already-paid claims to detect hidden payer underpayments, contract variance, and reimbursement drift across specialty workflows so your billing team can recover missed revenue with confidence.
1–3%
commercial revenue can quietly leak from already-paid claims each year
$200K–$500K
potential annual recovery range for a 10-provider specialty practice
Success-based
Revyola earns only when revenue is actually recovered
Product snapshot
Recovery opportunity dashboard
Recovery opportunity
$248,300
Underpaid claims
412
Most frequent variance
CPT 99214
Top payer variance
UnitedHealthcare
Input
Closed claims
Engine
AI variance analysis
Output
Recovery-ready insights
The problem
Most underpayments are not denied. They are simply paid short.
Across specialty outpatient care, modifier combinations, multi-line encounters, and payer-specific rules create reimbursement variance that standard denial workflows often never surface.
Silent underpayments with no denial flag
Modifier reimbursement suppression
Same-day E/M and procedure payment reductions
Multi-line bundling inconsistencies
Cross-payer variability on identical workflows
Contract logic not consistently applied
From hidden payer varianceto recovered revenue
Revyola analyzes already-paid claims, detects hidden underpayments, and helps your team recover revenue through existing payer channels.
Connect claims data
Securely upload or connect closed claims, remittance files, and billing exports to establish a reimbursement baseline.
Analyze payer behavior
AI detects reimbursement anomalies, payer drift, modifier suppression, and contract variance patterns that standard workflows often miss.
Surface recovery opportunities
Revyola prioritizes impacted claims, estimated dollars at risk, and the clearest recovery paths for your team.
Recover through existing channels
Your billing or RCM team acts through standard payer processes using clear, targeted intelligence. No rip-and-replace required.
Share in recovered revenue
Revyola earns a success-based fraction only when revenue is actually recovered by the practice.
Input
Closed claims, remittance data, billing exports
Output
Prioritized recovery opportunities and payer variance insights
Commercial model
Revyola shares in a fraction of successfully recovered revenue
Illustrative ROI
Make the value concrete for the practice admin.
For a specialty practice with 10 providers generating about $8M annually, even a modest 1–3% payment variance can translate into significant revenue left unrecovered.
Practice profile
10 providers
Annual revenue
$8M
Potential recovery
$200K–$500K
Why buyers lean in
No rip-and-replace billing workflow required.
Already-paid claims contain the clearest signal of payer behavior.
Success-based economics align incentives with the practice.
Built for broad specialty care
Designed so any specialty group can see themselves in the platform.
Revyola is not limited to one clinical niche. It is built for the common commercial payment patterns that show up across procedural, diagnostic, evaluation-heavy, and multi-site specialty organizations.
Procedural specialties
Dermatology, GI, pain, ENT, ophthalmology
- High-volume CPT combinations
- Bundling and modifier sensitivity
- Procedure payment variability across payers
Diagnostic specialties
Allergy, pulmonology, cardiology, neurology
- Testing-heavy workflows
- Multi-line adjudication complexity
- Repeated reimbursement variance patterns
Evaluation-heavy specialties
Rheumatology, endocrinology, infectious disease
- E/M coding sensitivity
- Downcoding and partial payment patterns
- Closed-claim behavior that standard reporting misses
Multi-site specialty groups
Platform groups and regional practice networks
- Payer inconsistency across entities
- Scale amplifies hidden leakage
- Leadership needs pattern-level visibility
About Revyola
Building a better signal for healthcare payments.
Healthcare providers did not enter medicine to study payer behavior. They entered to treat patients, advance care, and build organizations that serve their communities.
Yet the reimbursement environment often forces specialty groups to absorb opaque payment patterns, inconsistent contract application, and silent revenue leakage that pulls attention away from care.
Revyola exists to change that. We turn closed claims into signal so providers can better understand what the payment system is actually doing, strengthen the financial foundation of their practice, and focus more of their energy on delivering high-value care.
Founder
Shailesh Kumar
Founder of Revyola and healthcare technology leader focused on using AI and payment intelligence to uncover underpayments hiding inside already-paid claims.
MBA from UCLA Anderson School of Management with specialization in Technology Management, Finance, and Entrepreneurship, and a Bachelor of Engineering in Information Technology.
Experienced in enterprise healthcare technology and complex payer-facing workflows.
Building Revyola to help specialty practices strengthen financial visibility without operational disruption.
Focused on practical revenue recovery, not dashboard theater.
Principles
The principles guiding Revyola.
Revyola is being built as a long-term intelligence layer for healthcare payments. These principles shape how we think about transparency, providers, and the future economics of care.
Transparency over opacity
Providers deserve to understand how reimbursement behaves across time, workflows, and payers. Revyola exists to make those patterns visible.
Signal over noise
The economics of care are rarely visible claim by claim. The real story emerges across patterns, not isolated events.
Empower providers
Clinical organizations should spend more time advancing care and less time deciphering hidden reimbursement behavior.
Work with existing systems
Revyola adds intelligence to the workflows specialty groups already rely on. It does not ask them to replace what is already working.
Raise the standard
A healthier payment system creates better conditions for high-value care, stronger specialty groups, and better patient outcomes.
Long-term impact
We believe payment intelligence will become a foundational layer of modern healthcare operations, not a temporary workaround.
Why groups partner with Revyola
Claims intelligence that fits the way specialty practices already operate.
For providers
See where reimbursement behavior diverges from expectation across the workflows you perform every day.
For operators
Turn closed claims into pattern intelligence that informs growth, contracting, and financial oversight.
For RCM leaders
Strengthen existing billing teams with sharper visibility instead of replacing the systems already in place.
Value
Reveal hidden payer behavior across thousands of encounters
Quantify financial impact by workflow, payer, and code pattern
Equip billing teams with actionable recovery intelligence
Support smarter payer discussions with defensible data
Surface revenue already earned but not fully paid
Create leadership visibility without operational disruption
Contact
Start the conversation.
If you lead a specialty practice, platform group, revenue cycle function, or payer strategy team, Revyola is built to help you see the financial signal more clearly.
Direct contact
info@revyola.com