Denials IQ
See the Full Picture Behind Your Denials
Denials pile up one claim at a time, and most rural hospitals fight them the same way: through the EMR work queue, claim by claim. Nobody’s stepped back to look at the totality of what’s happening, because between running the floor and covering registration, there’s rarely time to.
For rural healthcare, that gap matters more than it would at a large system. A 25-bed hospital or less runs on lower volumes and a smaller staff, so the same handful of causes (a registration gap, a coding mismatch, a payor’s frequency rule) tend to repeat across hundreds of claims.
Without stepping back to see the pattern, a recurring issue stays a recurring issue. Denials IQ steps back from the queue and looks at everything at once. It identifies which payors, departments, and reasons to keep repeat denials visible as separate events instead of burying their history, so you know exactly where to focus.
You’ll walk away with your top 3 priority denial categories, ranked by cost to fix and their value to recover, backed by a report ready for your board or C-suite, and a clear sense of the right next step.
What Is Denials IQ, and Why Does It Matter?
Denials IQ unlocks the power of your payors’ 835 remittance data by combining it with clinical and encounter data from your EMR, then bringing it all together in a Power BI dashboard built specifically for you. Behind that dashboard is a mapping REDi Health built to sort every denial into a category like coding, billing, documentation, or eligibility, and tie it back to where and who it likely started with (registration, coding, or the ordering provider).
Your EMR’s work queue already helps you resubmit denied claims. Denials IQ works differently. Instead of walking you through one claim at a time, it steps back and shows you the pattern across hundreds or thousands of claims at once.
That’s the real difference. The work queue gets today’s claim reworked and resubmitted. Denials IQ points to the upstream habit behind it, whether that’s a registration step, a coding pattern, or a payor rule, so your team knows exactly where to put the effort to fix it at the source.
Why Rural Hospitals Choose REDi Health
Most tools help you work a single claim faster. Denials IQ, on the other hand, helps you see how that claim fits into a larger pattern, so your team knows where denials are actually coming from and where to focus next.
- We Show You the Pattern, Not Just the Claim
Denials IQ gives your team visibility beyond the denial code itself. You can drill down by department, role, denial type, and other dimensions to see where denials cluster and identify patterns across the workflow. That visibility helps clinical, coding, revenue cycle, and other teams work from the same data. It helps uncover process gaps together, so you can focus on improvements that will actually move the needle.
- We Tell You What Is Actually Worth Fixing
For your top-priority categories, the denials calculator estimates the rework cost (staff time × hourly cost × volume), the AR speed you’d gain, and the bad debt and cost of capital avoided. It also rolls up the total dollar opportunity across all your denials, so you can see the full scope of what’s recoverable, not just what’s happening category by category. The goal is getting a clear read on where fixing something upstream pays off, not a single inflated dollar figure.
- We Don't Let a Repeat Denial Hide Its History
A single claim can be denied more than once for completely different reasons. Denials IQ keeps those denials visible as separate events rather than collapsing them into the most recent denial code. A claim denied first for a registration issue and again for medical necessity represents two different breakdowns and two different opportunities for improvement. Seeing both gives your team a more complete picture of where denials are coming from.
Our Approach to Denials IQ
01
Intake & Discovery
We start with access to your EMR and denials data, along with your 835 files securely transferred via SFTP. Our team handles the technical back-and-forth alongside yours: navigating system details, identifying what's needed, and keeping things moving. Getting the right technical people involved, often IT and sometimes a specialist familiar with your system's specific configuration, is typically the biggest factor in how quickly this phase comes together.
02
Data Integration
Your 835s are parsed into a readable format, along with an encounter-level extract from your EMR. Both feed the Power BI model that becomes your dashboard. We work within your current tech stack, so the output fits right into your team's existing workflow.
03
Validation
We check the data against numbers your business office already trusts: claims volume, payor mix, your largest denying payor. Because categorized denial views are often new territory, this phase is as much about building trust in the data as it is about catching errors.
04
Opportunity Identification
We walk your team through the dashboard and run the denials calculator against your top 3 priority categories, quantifying rework cost, AR impact, and bad debt avoided for each.
05
Delivery & Support
You receive access to your interactive Power BI dashboard, along with a final report that brings together the key findings. We review the results with your key stakeholders, so your team understands what the data shows and where the opportunities lie. From there, your team can lead internal change management, or we can continue alongside you by maintaining the dashboard or moving into Denials Navigator to capture the dollars tied to resolving those denial workflows.
Two Ways to Engage REDi Health
Maintenance Subscription
Some hospitals want the dashboard kept current without moving into active claims work. We tailor a refresh cadence, weekly, monthly, or quarterly, to your team’s bandwidth and how much of the 835 parsing you want to keep in-house.
Denials Navigator (Most Popular Next Step)
Rural hospital teams already wear a lot of hats, and Denials Navigator is here when Denials IQ uncovers opportunities that could benefit from a data-savvy perspective. We bring hands-on analytics and process improvement support to work alongside your team on your highest-dollar denial categories, fixing the upstream issues driving them rather than just working the claims themselves, so improvements sustain after the engagement ends.
What Denials IQ Analyzes
Our work is grounded in your own remittance and encounter data:
- 835 Remittance Analysis, identifying the specific reason and detail behind each denial
- Denial Stratification by reason, encounter type, department, medical service or procedure, and demographic pattern
- Role-Level Scorecards connecting denial volume and rate to the department or role behind it
- Denials Calculator quantifying rework cost, AR speed, bad debt avoided, and cost of capital avoided for your top priorities
Expected Outcomes
At the conclusion of the project, you receive:
- A final report blending that analysis with your dashboard, ready for board or C-suite review
- Your top 3 priority denial categories, identified and ranked by cost-effort tradeoff
- A denials calculator readout quantifying the opportunity in each category
- A clear next step: maintain the dashboard, move into Denials Navigator (where we help you fix the upstream processes standing between you and your denials dollars), or both
What this means for your hospital:
- Denials traced back to the workflow and process gaps behind them, not just the code attached to them
- Clearer visibility into where processes are breaking down, giving teams a shared view of the data and where to focus improvement efforts
- Identifying opportunities to speed up AR and reduce downstream write-offs by prioritizing the categories driving the greatest financial impact
What this means for your state office:
A clear view into which denial areas are holding back your hospital’s financial performance, and where targeted improvement can make the biggest difference.
Don't Just Take Our Word For It
Working with REDi Health has built a culture around data here. Historically, small hospitals like us didn’t have great access to our data. Now our staff see the impact of what data can do in decision making.
Case Study: 11- Bed Hospital in Utah
Denials IQ broke down a Critical Access Hospital’s denials by code, payer, and entry point, quickly surfacing registration denials, costing hundreds of thousands a year, as the top priority to tackle. It even caught errors as small as a name entered “John H. Doe” instead of “John Doe,” the kind of mismatch that can cost a hospital reimbursement on a single high-cost ER visit.
A Partner Who Understands Your Denial Data in Context
Understanding where your denials are coming from is the first step toward knowing where to focus. Denials IQ gives your team visibility into the patterns behind your denials, so you can see what’s happening across your organization and where the real opportunities to improve sit.
We work exclusively in rural healthcare, so we understand what it means to run a revenue cycle team with limited staff, complex workflows, and priorities pulling in every direction. We take the time to listen to your facility’s specific concerns, understand how your processes actually work, and help you make sense of the data in the context of your hospital rather than a generic benchmark.
That understanding shapes how we build the engagement itself. Refresh cadence, which categories we prioritize first, and how much of the analysis your team wants to run in-house versus hand to us: none of it is fixed. We shape Denials IQ around how your hospital actually operates, not the other way around.
Other Recommended Services for Financial Stability
Denials IQ pairs naturally with the rest of your revenue cycle work. Here are our top suggestions:
Denials Navigator
Works directly on your top denial categories, coaching your team through the process and behavior changes behind them, so the improvements become sustainable and replicable long after we're gone, not just a fix for today's claims.
Chargemaster Optimization
Reviews your full CDM for expired codes, pricing below the Medicare floor, and rates that lag behind regional and commercial benchmarks. We coach your team on why each change is recommended, so you can make the most of your annual budget increase (or decrease).
Contracts IQ
Reviews your payor contracts against current terms and market benchmarks, comparing charges, payments, and adjustments to see how you’re actually being reimbursed. Contracts IQ identifies underpayments, downcoding, and reimbursement gaps while showing how your compensation compares to similar peer hospitals.
Contracts Navigator
Takes what Contracts IQ identifies and works it directly, whether that's correcting underpayments or preparing your team for the negotiating table with the data to back it up.
FAQs
Most engagements run 8 to 12 weeks, though the timeline depends heavily on how quickly your team can grant EMR and 835 access. Facilities on certain EMR systems or on shared instances tied to a larger health system can add several weeks to that window.
However, a review can be started at any time, especially if you have concerns about pricing accuracy, missed revenue opportunities, or outdated charges.
Most of the heavy lift is on our side. Your team’s time commitment is about an hour a week for the engagement, plus one or two additional meetings if access or validation questions arise.
No. Denials IQ is an analytic dashboard built to show patterns across your denials, not a claim-by-claim workbench. You can drill from a category down to an individual claim, but the tool is built to help you find the two or three categories worth fixing, not to replace your EMR’s built-in denial queue.
Most hospitals take one of two paths: keep the dashboard refreshed through a maintenance plan, or move into Denials Navigator to start working the priorities the analysis identified. Some do both over time.
Many of our clients already work with outsourced billing and coding teams, and Denials IQ fits into that existing workflow. While outsourced teams typically focus on working and resolving individual denials, Denials IQ gives leadership visibility into the bigger picture by connecting denial, clinical, and encounter data to reveal patterns, drivers, and root causes across the organization.
Ready to See What's Behind Your Denials?
Your denial data already has the answers. We'll help you uncover the patterns and pinpoint where your team's effort will pay off most.
