How Revenue Cycle KPIs Should Shape Strategy
Revenue cycle performance can be diagnosed quickly when leaders track a small set of “vital sign” metrics consistently. Taya Gordon highlights gross and net collection ratios, AR aging distribution, average days in AR, and denial rate as indicators that reveal where breakdowns are occurring.
Building KPI discipline strengthens claims denial management execution by helping teams identify where to investigate root causes before denials and rework compound.
Key Takeaway
When leaders monitor denial rate, days in AR, and collection metrics as a consistent set, they can identify where to focus corrective action without relying on assumptions.
“For me, my go-tos are average days in AR, denial rate, net collect ratio, things like that that are going to give me the overall kind of vital signs of an organization.”
Taya Gordon, CEO & Founder, Atlas & Perpetual Healthcare Consulting
From the clip to strategy.
The themes our guests cover are the same ones our executive guides and ROI calculators are built around. If this clip resonated, here’s where to take it next.
Claims Denial Management, powered by agentic AI
How ArceeHQ catches denials before they happen, resolves them automatically, and gives your reviewers only the cases that need a human.
See the solutionReducing claim denials with agentic AI
A practical framework for revenue cycle leaders. Covers the operating model shift, what to measure, and where automation actually pays.
Read the guideClaims denial ROI calculator
Model the revenue impact of a first-pass rate improvement at your health system. Plug in your denial volume and payer mix.
Run the calculatorNever miss a clip.
Get new shorts and full episodes delivered to your inbox the day they drop. Plus exclusive bonus content for subscribers.
- Real-world strategiesOperational playbooks and proven approaches from RCM leaders delivering measurable results.
- Executive connectionsBe part of a trusted network of executives shaping the future of revenue cycle and patient finance.
- Agentic AI insightsDiscover how AI-driven automation is reshaping denial prevention, patient financing, and financial assistance.
Let’s redefine financial engagement together.
See how ArceeHQ can supercharge your revenue cycle. We’ll walk through the platform, discuss your specific systems and goals, and show measurable lift you can expect in the first 90 days.



