When revenue disappears, I find out why.
I don't start with opinions. I start with the data. When revenue is slipping and nobody can say exactly why, I follow the transaction across every system it touched until the real cause is clear.
I find the cash your reports are hiding from you.
Most financial problems don't announce themselves. They sit between your operational systems and your reports, quietly costing you money while the dashboards look fine. That's where I work.
I'm Cheryl Brewer, founder of Brewer Data Solutions. I have a finance degree and I've spent the last two decades in AR, AP, medical billing, and multi-system reconciliation. My deepest experience is in healthcare and laboratory billing, but the problems aren't unique to healthcare. Broken integrations, mapping errors, disconnected systems, and reporting blind spots show up anywhere complex data meets complex financial workflows.
I look at data for one reason: to find out why you're losing money. Recent work turned up $500K in hidden underpayments from a single payer, caught a mapping error that flagged 100,000+ patient accounts as uncollectible, and traced months of silent claim rejections back to one HL7 pipeline defect.
If your systems don't tie, the reports look wrong, or something in the numbers just feels off, I'll find the root cause, fix it, and put a control in place so it doesn't come back.
Clear scopes. Real outcomes.
Pick the level of support that fits your situation, from a quick look at where revenue is leaking to ongoing oversight. Every engagement ends with the actual cause and a fix you can put in place.
Revenue Recovery Scan
The fastest way to see where revenue is leaking. Send up to 90 days of billing or financial data. I'll come back with the highest-impact opportunities for recovery and process improvement.
- One-page findings report with estimated financial impact
- Recommended next steps
- Delivered within 48 hours
- Up to 90 days of data from one primary system (CSV or Excel)
Root Cause Diagnostic
One specific problem, traced back to its source. Payments drop off. Reports don't reconcile. Revenue disappears. A system starts acting up. I don't stop at the symptom. I find the mapping issue, configuration error, workflow break, or business rule that's causing it, and I tell you exactly what to change.
- Deep investigation across every affected system
- Written findings identifying the true root cause
- Implementation recommendations
- 60-minute walkthrough
Revenue Integrity Audit
A full review of every point where revenue can be lost, from the moment a transaction is created through final payment.
- Revenue integrity review
- System reconciliation
- Workflow validation
- Financial routing review
- Prioritized findings with estimated financial impact
- Optional contingency-based recovery services where appropriate
Fractional Revenue Analyst
For organizations that need ongoing revenue integrity work without hiring a full-time analyst. I watch the revenue pipelines, chase down anomalies, catch trends before they turn expensive, and stay available when something doesn't make sense.
- Ongoing reconciliation
- Revenue monitoring
- Trend analysis
- Direct access to me
- Three-month minimum
Work that moved the numbers.
Recovered around $500,000 by tracing a hidden revenue processing issue.
Fixed a system defect that affected more than 200,000 transactions.
Found reconciliation gaps across disconnected systems nobody had reconciled before.
Traced recurring revenue loss to configuration and mapping errors nobody had spotted.
Four reasons clients keep coming back.
Trusted to get it right the first time
Leaders bring me in when an issue starts hitting the bottom line. I do the work, I do it right, and the fix holds.
Root cause, not band-aids
I don't hand you a chart and move on. I trace the problem back to the broken mapping, the bad integration, or the logic error, and I tell you exactly what to change so it stops.
20+ years of finding what others miss
Two decades in AR/AP, medical billing, and multi-system reconciliation. I know how data breaks in the real world and where the money tends to hide.
You work with me, not a team
No account managers. No handoffs. No juniors learning on your dime. Every email, every analysis, every fix comes from me.
In the words of people who've worked with me.
"Genuinely one of the most talented data and analytics professionals I've ever met. She has an incredible ability to untangle complex billing and operational data issues, identify root causes quickly, and translate overwhelming analytics into actionable insights that actually drive results."
When processes are messy, reporting is unclear, or billing systems feel impossible to navigate, she brings clarity and structure almost immediately.
"She has a rare ability to uncover root causes others overlook and translate complex revenue cycle and operational data into actionable solutions that create lasting results. Her insights consistently helped identify bottlenecks, improve processes, and drive measurable performance improvements."
I would hire her again without hesitation. She has my strongest recommendation.
"Her expertise in financial data and operational analysis is top tier. Cheryl was a trusted subject matter expert whenever I encountered issues impacting my bottom-line and needed reliable answers and corrective action."
She does things right, doesn't make mistakes, and puts the work in to not only get the job done, but get it done right, the first time.
"Cheryl has an incredibly deep understanding of revenue cycle operations and a natural ability to identify issues, trends, and workflow gaps that others may overlook. She was always proactive about reviewing processes, identifying opportunities for improvement, and finding meaningful ways to contribute without needing much oversight."
Her work contributed to resolving pipeline issues that likely released millions in accounts receivable.
Let's talk about your data.
Let me look at your numbers. I'll show you where revenue is slipping. Send a message and I'll reply within one business day.
- cheryl@brewerdatasolutions.com
- (501) 492-9511