Zeurons AI

BACKGROUND

Please describe your company and position.

I am the Revenue Cycle Management of a community hospital

Describe what your company does in a single sentence.

Our Community Hospital is a non-profit community that provides a wide range of services: Specialized Emergency Medicine Physicians & Registered Nurses, Advanced Life Saving Technology and Comprehensive Diagnostics, Critical Cardiac Care, and a Licensed 19-bed inpatient facility.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Zeurons AI to accomplish?

• Reduce the manual workload across finance, procurement, and customer service teams by automating repetitive SAP-related tasks.
• Improve data accuracy and eliminate errors caused by inconsistent document handling and email-based workflows.
• Scale our automation capabilities from a few pilot bots to a mature, enterprise-grade automation program that delivers long-term operational value.

SOLUTION

How did you find Zeurons AI?

Referral

Why did you select Zeurons AI over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Good value for cost
• Referred to me
• Company values aligned
• 24x7 support

How many teammates from Zeurons AI were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Zeurons AI initially started with a few small automation pilots to help us build confidence. Once those proved successful, we then went on to scale our automation efforts across departments. They helped us transition from isolated bots to a full intelligent automation framework that now spans over 120 processes.

Key deliverables included bots for order confirmations, vendor mismatch resolution, discount alerts, duplicate document cleanup, and several SAP finance workflows. They also introduced OCR technology for semi-structured document reading, which added another layer of intelligence to our automations. Everything was integrated with SAP and managed through a centralized orchestrator.

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

Since working with Zeurons AI, we’ve automated over 1.6 million transactions with a 97.5% success rate. This has saved us more than 5,000 workdays and has had a major impact on team morale and productivity. We also saw significant improvements in invoice accuracy, faster order processing, and better financial reporting. In short, the automation program has become a core part of how we operate.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Their project management was excellent. They worked in structured sprints, kept communication clear, and always hit delivery timelines. When we encountered unexpected edge cases or needed to reprioritize, the team responded quickly and adjusted without pushing things off track. I especially appreciated how transparent they were about timelines and blockers, which made planning easier on our end.

What was your primary form of communication with Zeurons AI?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

What impressed me most was their ability to look beyond just task automation and focus on actual business value. They understood our systems, our people, and how to build solutions that stuck. The combination of technical strength, healthcare knowledge, and user-focused delivery made them feel less like a vendor and more like a long-term partner.

Are there any areas for improvement or something Zeurons AI could have done differently?

Early in the engagement, some of our internal process documentation lacked detail, which caused a few back-and-forths during development. While Zeurons was proactive in asking the right questions and helping us clarify those gaps, having a more formal discovery or process-mapping session up front could have saved time. That’s something we both adjusted as the project matured, and later phases ran much more smoothly because of it. 

BACKGROUND

Please describe your company and position.

I am the Revenue Cycle Leader | Healthcare Professional of a healthcare company

Describe what your company does in a single sentence.

We are nation’s leading providers of healthcare services with 188 hospitals and 2,400+ sites of care in 20 states that include surgery centers, freestanding ERs, urgent care centers, diagnostic and imaging centers, walk-in clinics and physician clinics.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Zeurons AI to accomplish?

• Eliminate the manual effort and human error in payment posting for accounts receivable using intelligent automation.
• Accelerate turnaround time for processing ERAs and EOBs within eClinicalWorks (eCW) to improve cash flow and revenue recognition.
• Ensure full compliance and financial transparency through audit trails and reporting, reducing risk during audits and regulatory reviews

SOLUTION

How did you find Zeurons AI?

Referral

Why did you select Zeurons AI over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Good value for cost
• Referred to me
• Company values aligned
• 24x7 support

How many teammates from Zeurons AI were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

Zeurons AI delivered a full-scale, intelligent automation solution for our accounts receivable (AR) payment posting process in eCW. The project began with an in-depth analysis of our ERA and EOB workflows across multiple payer systems. Based on that, they designed and built a UiPath-based bot that completely automated the following steps:

1.      ERA Extraction: Bot logs into our payer portals and extracts unposted ERAs.

2.      ERA Processing: It opens each ERA, captures payment IDs, and matches them with the correct patient claims.

3.      Payment Entry: The system enters payment details into eCW accurately, referencing the ERA and EOB.

4.      Claim Status & CPT Verification: It validates billing codes, claim status, and records CPT codes automatically.

5.      Automated Posting & Reconciliation: Payments are posted into eCW, records updated, and exceptions flagged.

6.      Audit Trail & Reporting: Every action is logged with full traceability and real-time reporting.

Key Deliverables:

·         UiPath bot with multi-payer ERA handling

·         Integration with eCW for posting and reconciliation

·         Exception handling framework

·         Audit-ready documentation and performance dashboard

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

• 85% reduction in manual posting time. Payment postings now happen in minutes rather than hours.
• 
  92% drop in data entry errors, improving accuracy across payment records.
• 
  35% improvement in AR team productivity. We freed staff to focus on denial management and follow-up.
• 
  Real-time reconciliation and reporting, allowing finance leadership to act on near-instant insights.
• 
  Full compliance with internal audit standards, with all payment actions traceable.

Zeurons delivered a highly reliable and accurate automation system that exceeded our expectations. The solution was thoughtfully designed, well-tested, and perfectly aligned with our operational needs. Before automation, 14 team members were involved in payment posting—now only 4 are needed. This reallocation of staff has significantly reduced overhead while allowing us to focus more resources on denials, follow-ups, and analytics.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Zeurons AI demonstrated a level of project ownership and discipline that was rare among consultants we’ve worked with. They set clear sprints, provided weekly updates with demo progress, and kept all stakeholders in the loop. Even when we introduced new payer types late in the build, their team adapted quickly and delivered without disrupting timelines. Every phase of the project—from design to deployment—was completed on schedule. Even when scope evolved slightly, the team adjusted without impacting our deadlines.

They were exceptionally responsive by providing 24x7 support during the hyper care window to ensure smooth go-live and post-launch monitoring. They also maintained a shared dashboard with clear KPIs, making collaboration seamless.

What was your primary form of communication with Zeurons AI?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

Their depth of expertise in healthcare automation is unmatched. What stood out was their ability to go beyond just building a bot , they designed a system that could adapt to multiple payer formats, integrate tightly with eCW, and maintain complete audit compliance.

Their agentic AI expertise where automation acts with intelligence but with control from our side meant we weren’t just automating steps we were transforming how our revenue cycle team operates. They understood the pressure of AR and delivered a solution that relieved it with precision.  Zeurons team was professional, communicative, and results-driven. We view them as a strategic partner, not just a vendor.

Are there any areas for improvement or something Zeurons AI could have done differently?

One area we had to adapt during the project was aligning cross-functional team availability during UAT. Midway through, we improved our internal coordination by assigning a dedicated point of contact, which made the later phases much more efficient and streamlined.

BACKGROUND

Please describe your company and position.

I am the Vice President, Revenue Cycle Management of Moffitt Cancer Center

Describe what your company does in a single sentence.

At Moffitt Cancer Center, we come face-to-face with cancer every day, but we also see courage. And it inspires us to be the safest and best place for cancer care – to bring greater hope to every patient we serve. It’s why we’ve been continually named One of the Top Places to Work in the Tampa Bay Area. As the only National Cancer Institute-designated Comprehensive Cancer Center based in Florida, Moffitt employs some of the best and brightest minds from around the world. Moffitt is the top cancer hospital in Florida according to U.S. News & World Report and has been nationally ranked since 1999. Because working at Moffitt is both a career and a mission: to contribute to the prevention and cure of cancer. Join a dedicated, diverse and inclusive team of over 7,000 to be a part of the Courageous future we envision.

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Zeurons AI to accomplish?

• Reduce claim rejections and resubmissions by implementing a validation system that checks for payer-specific errors before submission.
• Eliminate manual claim uploads and data formatting tasks, allowing billing staff to focus on higher-value exceptions.
• Improve cash flow and shorten claim lag days by automating clean claim submission across multiple clearinghouses.

SOLUTION

How did you find Zeurons AI?

Referral

Why did you select Zeurons AI over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Good value for cost
• Referred to me
• Company values aligned
• 24x7 support

How many teammates from Zeurons AI were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

We partnered with Zeurons AI to automate our claims submission workflow from extraction to clearinghouse delivery. Their team designed an intelligent automation solution that pulls claims directly from our PM system, validates each one against payer-specific rules, and flags potential errors before submission. Once cleared, claims are automatically sent to our clearinghouses, with real-time tracking and alerts built in.

Key deliverables included:

· Agentic automation bot for claims extraction and validation

· Intelligent rule engine to detect missing modifiers or invalid CPT/ICD combinations

· Clearinghouse integration with Change Healthcare and Availity

· Automated status logging and error alerts

· Performance dashboard for submission metrics and audit readiness

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

We saw a dramatic improvement in clean claim rate, with a noticeable drop in rejections within the first month. The automation reduced manual claim editing time by over half and saved several staff hours each day. Claim lag days shortened significantly, improving overall cash flow. The team now spends far less time on repetitive submissions and can focus on resolving true exceptions rather than chasing avoidable errors.

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Zeurons AI managed the project with precision and structure. Every phase—from process mapping to deployment—was executed on schedule. They communicated clearly, provided weekly progress updates, and were highly responsive when we requested additional validation rules. Their flexibility during testing and post-launch support made the rollout smooth and disruption-free.

What was your primary form of communication with Zeurons AI?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

What impressed me most was how Zeurons AI approached automation with intelligence. They didn’t just replicate our manual workflow—they redesigned it for accuracy, scalability, and compliance. Their ability to build payer-specific validation logic and integrate seamlessly with our clearinghouses demonstrated both technical and operational expertise. It’s clear they understand the nuances of revenue cycle automation.

Are there any areas for improvement or something Zeurons AI could have done differently?

The only area for improvement would be expanding dashboard customization earlier in the project. We requested a few extra data views after go-live, which they added quickly, but having those built in from the start would’ve been ideal. Overall, this was a very successful collaboration.

BACKGROUND

Please describe your company and position.

I am the Director, Revenue Cycle Operations of R1 RCM

Describe what your company does in a single sentence.

R1 is a provider of technology-driven solutions that make healthcare work better for both providers and patients. 

OPPORTUNITY / CHALLENGE

What specific goals or objectives did you hire Zeurons AI to accomplish?

• Automate the manual process of checking claim statuses across payer portals to save staff time and reduce human error.
• Accelerate revenue cycle workflows by identifying and following up on denials, rejections, or pending claims more efficiently
• Improve documentation and audit readiness through accurate status logs, attachments, and process transparency.

SOLUTION

How did you find Zeurons AI?

Referral

Why did you select Zeurons AI over others?

• High ratings
• Pricing fit our budget
• Great culture fit
• Good value for cost
• Referred to me
• Company values aligned

How many teammates from Zeurons AI were assigned to this project?

6-10 Employees

Describe the scope of work in detail. Please include a summary of key deliverables.

We engaged Zeurons AI to automate our claim status verification process across major portals like Availity and UHC, integrated with our EHR system. Their team built a fully unattended UiPath automation that pulls claims from our EHR, checks statuses on payer portals, and updates both the EHR and Excel logs with full documentation and timestamps. The solution includes intelligent error handling, secure credential management, PDF automation for audit trails, and daily reporting for our RCM team.

Key deliverables included:

• A scheduled unattended bot for daily claim extraction from our EHR
• End-to-end portal automation for claim lookups and result capture
• EMR integration to update claim records and attach status documentation
• Excel-based tracking and exception reports for operational teams
• Robust transaction logging with retry logic and compliance-ready documentation

RESULTS & FEEDBACK

What were the measurable outcomes from the project that demonstrate progress or success?

• Claim status checks are now completed 70% faster than before
• We reduced days in A/R by speeding up denial identification and follow-up
• Productivity increased by reassigning staff to higher-value tasks like denial resolution
• We now get a real-time view of outstanding claims, which helps in prioritizing and cash flow planning

Describe their project management. Did they deliver items on time? How did they respond to your needs?

Zeurons AI was very structured and dependable throughout the project. They followed a well-organized sprint plan and kept us updated through regular standups and demos. All deadlines were met, and the team was flexible when we needed to onboard additional payers. They were quick to address edge cases, suggest best practices, and guide us through testing and go-live. Communication was clear and proactive from start to finish.

What was your primary form of communication with Zeurons AI?

• Virtual Meeting
• Email or Messaging App

What did you find most impressive or unique about this company?

What impressed me most was how well Zeurons AI understood the RCM space. They didn’t just deliver bots; they delivered a strategy that fit our workflows and compliance needs. Their use of unattended bots, secure asset vaults, and advanced error handling made the solution robust and scalable. They brought both technical and process expertise to the table, which made this a smooth and valuable partnership.

Are there any areas for improvement or something Zeurons AI could have done differently?

It would’ve helped to have clearer guidance early on about how we should prepare our claims data and categorization. We had to make a few adjustments during testing that could have been caught sooner with more upfront alignment. Nothing major, but something to tighten for future projects.