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RCM Analytics Platform

Scalable, end-to-end RCM transparency built by proven RCM experts. 

CONTACT US TO LEARN MORE
SCALE RCM Analytics — Executive Dashboard
Net Collection Rate
97.4%
↑ 2.1% vs prior period
Days in A/R
31.2
↓ 4.8 days improved
Denial Rate
5.8%
↓ Payer X trending up
Underpayments Identified
$218K
↑ 38 new findings
Monthly Collections by Site
A/R Aging Trend (90-day)
Sample Client Partners
Advanced Dermatology logo, featuring a stylized face design, representing skincare and cosmetic surgery expertise.
SolarisHealth logo with a heart in the letter O, tagline "Better Together" in blue and yellow text on black background.
"RAYUS Radiology logo with stylized text and orbiting dots, representing advanced medical imaging and diagnostic services."
Pinnacle Fertility logo with yellow emblem and purple text on black background, representing fertility services and healthcare branding.
Penn Medicine logo featuring shield with books and dolphin, symbolizing healthcare excellence and innovation.
Illinois Bone & Joint Institute logo, green abstract figure, orthopedic healthcare branding.
Great Expressions Dental Centers logo, blue text on black background, dental care branding.
First Fertility logo with turquoise text and circular emblem on black background.
Allergy Partners logo with orange sunburst design on black background, representing allergy and asthma healthcare services.
Absolute Dental logo featuring blue text with a tooth icon, representing dental services and oral health care.
The Smilist logo in sleek black font on a transparent background, representing dental care services and modern orthodontics.
Stamford Health logo with maroon text and symbol on a black background.
OGI One GI logo, blue and green text on black background, healthcare branding image.
MaxHealth logo, blue text on black background, representing health and wellness services, brand identity.
Logo of Eyecare Services Partners with stylized eye design, blue and green color scheme, promoting vision health and eye care services.
Eating Recovery Center logo featuring a stylized tree design on a teal background.
Emerus logo with red medical cross, healthcare branding, urgent care services.
Duly Health and Care logo with modern blue lettering on a black background.

Platform Capabilities

Everything Your RCM Team Needs to Excel

Five purpose-built pillars that transform fragmented revenue cycle data into clear, decisive intelligence — across every site, payer, and stakeholder.

01  Metrics & Transparency

Track the Metrics That Matter Most

Scalable, end-to-end RCM transparency — built by proven RCM experts who know which numbers actually move the needle. From net collection rate to days in A/R, every KPI in one unified place.

97.4%
Net Collection Rate
↑ 2.1% vs prior
31.2
Days in A/R
↓ 4.8 days improved
24.1%
Denial Rate
↑ Trending up
$218K
Underpayments
38 new findings
Total AR by Month
Jan Oct
AR by Aging Bucket
0-30 31-60 61-90 91-120 >120
$14.37M
Total AR
27% of charges
69.84%
% AR > 90 Days
↑ vs 68.28% prior
113.67
Days in AR
Current: 114.8
26.1%
GCR
-100% change
Total AR by Month-Year ($M)
Jan'25 Apr'25 Jul'25 Oct'25
Total AR by Buckets
0-30 31-60 61-90 91-120 >120
FacilityTotal ARAR >90 DaysAR >90%Risk
14th Facility$2,159,269$1,143,81752.97%High
13th Facility$82,038$48,17358.72%High
15th Facility$213,492$118,87255.68%High
Total$14,372,352$10,038,13269.84%High
24.12%
Denials Rate
Last Mo: 26.42%
24,301
Denial Claim Count
Last Mo: 2,025
$831.28K
Denial Amount
Last Mo: $155.65K
1.55%
Denial % of Charges
Last Mo: 3.98%
Denials Rate by Month (%)
Jan Apr Jul Oct Dec
Denials by Category
Coding Issues
9,842
Insuff. Docs
3,210
COB Issues
2,810
Eligibility
1,870
Non Covered
680
100,751
Total Processed Claims
YTD 2025
93.50%
First Time Paid (FTP)
↑ On target
97.18%
Timely Filing Rate
↑ On target
99.24%
First Pass Rate (FPR)
↑ On target
First Time Paid (FTP) by Facility — Top Sites
44th 29th 5th 33rd 22nd 10th 25th
First Pass Rate (FPR) by Month
Jan Mar Jun Aug Sep
02  AI-Powered Intelligenc

Comprehensive AI Insights Across Every RCM Domain

Proactively empower RCM leadership with AI-driven intelligence that surfaces opportunities and risks across the full revenue cycle — before they impact your bottom line.

11.3%
Current Denial Rate
63
Claims at Risk
↑ 4.2%
MoM Change
⚡ AI Insight
BCBS-IL denial rate on CPT 27447 increased 4.2% MoM. Root cause: missing modifier on 63 claims. Recommend appeal within 30 days to recover an estimated $41,800.
→ View denial worklist
97.4%
Net Collection Rate
$2.1M
Collected MTD
↑ 2.1%
vs Prior Period
⚡ AI Insight
Site 3 collection rate dipped to 93.1% — 4.3 pts below your network average. High-balance self-pay accounts driving the gap. Recommend escalation to patient financial services.
→ View collections dashboard
31.2
Days in A/R
$94K
90+ Day Bucket
↑ 18%
MoM Aging Growth
⚡ AI Insight
Site 4 A/R aging bucket 90+ days grew 18% this month. 12 accounts totaling $94K flagged for immediate follow-up before timely filing deadlines expire.
→ Open A/R aging report
4.8d
Avg Charge Lag
$38K
Revenue at Risk
+2.7d
Above Benchmark
⚡ AI Insight
Provider charge lag at Site 2 averaging 4.8 days — 2.7 days above your network benchmark. $38K in delayed billing this month. Three providers account for 80% of the gap.
→ View provider productivity
$218K
Identified MTD
38
New Findings
$664
Avg Variance/Claim
⚡ AI Insight
127 BCBS-IL claims for CPT 27447 paid below contracted rate. Average variance of $664/claim — totaling $84,320 in recoverable revenue. Appeal window open for 90 days.
→ Open underpayment queue
$12.4K
Flagged MTD
9
Claims Flagged
2 Payers
Affected
⚡ AI Insight
9 claims flagged for potential overpayment across Aetna and UHC. Proactive refund reduces audit risk and ensures compliance. Recommend review before end of billing period.
→ Review compliance queue
03  Technology Foundation

Built for Scaled Multisite Organizations

A data platform engineered for the complexity of multi-site healthcare — connecting disparate systems into one trusted source of RCM truth.

One unified data layer across every site
Fragmented spreadsheets, disconnected EMRs, and one-off reports leave leadership blind. SCALE consolidates every revenue cycle data point — across all facilities, payers, and providers — into a single, reliable source of truth.
  • Eliminate manual report consolidation
  • Cross-site comparisons in real time
  • No more data living in siloed systems
SCALE EMR Payer Facility Provider PM Lab
Connect to any EMR or PM system
No forced migrations, no vendor lock-in. SCALE plugs into your existing stack — Epic, Athena, eClinicalWorks, Modernizing Medicine, and 50+ other systems — without disrupting workflows.
  • 50+ pre-built EMR / PM connectors
  • No system migrations required
  • Bi-directional data sync available
SCALE Analytics Platform Epic Athena eCW Mod Med 50+ Your Existing Systems No migrations · No disruption · Plug & play ✓ ✓ ✓ Live sync No downtime Full history
Built by people who've run RCM
Not a generic BI tool adapted for healthcare — every metric, dashboard, and alert was designed by experienced RCM operators who understand what drives revenue and what doesn't.
  • Domain expertise built into every view
  • Metrics mapped to real RCM workflows
  • Ongoing advisory from RCM veterans
Denials A/R Billing Payer Claims Revenue RCM Veterans Data Science Advisory
Enterprise-grade infrastructure you can trust
Mission-critical healthcare data demands uncompromising reliability. SCALE delivers SOC 2 certified security, SLA-backed uptime, and daily automated data refresh — so your team always has accurate intelligence.
  • SOC 2 Type II certified
  • 99.9% SLA-backed uptime
  • Daily automated data refresh
99.9% uptime · SOC 2 · Daily refresh SOC 2 Certified 99.9% Uptime SLA Daily Auto-refresh
04  Stakeholder Modules

Customized Views for Every Key Leader

Purpose-built dashboards tailored to how each role thinks — so every stakeholder sees exactly what drives their decisions, without the noise.

Head of RCM  ·  Operational Command
24.12%
Denial Rate
24,301
Denial Count
113.67
Days in A/R
94.8%
Clean Claim Rate
Denial Rate by Month
Jan Dec
Denials by Category
Coding
Docs
COB
Elig.
FacilityTotal ARAR >90%Risk
14th Facility$2.16M52.97%High
13th Facility$82K58.72%High
15th Facility$213K55.68%High
CFO  ·  Financial Performance
$53.75M
Total Charges
$14.05M
Total Payments
71.55%
Net Collection
$153.56
Rev / Visit
Charges & Payments — TTM
Feb Jan
Total AR by Month
Jan Oct
Payer ClassContractual Adj.Non-Contractual
Wellmed$8,593,899$56,278
Aetna$7,435,404$75,881
Commercial$2,917,629$101,153
COO  ·  Operations & Site Benchmarking
100,751
Processed Claims
93.50%
FTP Rate
4.8d
Avg Charge Lag
99.24%
First Pass Rate
FTP Rate by Facility — Top Sites
44th 29th 5th 33rd 22nd 10th 25th
Timely Filing — Bottom Sites
62nd
89.6%
71st
90.4%
67th
91.7%
30th
92.3%
First Pass Rate (FPR) by Month
Jan Sep
Clinic Managers  ·  Provider Productivity
4.8d
Charge Lag
$38K
Rev at Risk
$153.56
Rev / Visit
93.50%
FTP Rate
Charge Lag by Provider (days)
Benchmark 2.1d Dr A Dr B Dr C Dr D Dr E Dr F Dr G
Coding Accuracy (E/M Distribution)
E/M 99213 38% 99214 42% 99215 12% Other 8%
ProviderLag (days)Rev at RiskStatus
Dr. Chen5.2d$18,400↑ High
Dr. Patel4.8d$14,200↑ Watch
Dr. Smith1.8d—✓ Good
05  Actionable Insights

Insights That Drive Real Revenue Results

Purpose-built intelligence tools for every decision-maker — from C-Suite health gauges to facility-level scorecards with full KPI drill-down.

Stage health gauges + 18 KPIs with drill-through — built for CFO, COO, and RCM leadership.
81%
Front-End
Healthy
71%
Billing
At Risk
45%
Collections
Critical
88%
A/R Mgmt
Healthy
Total Charges
$53.75M
↑ 3.35%
Total Payments
$14.05M
↑ 4.40%
Net Collection Rate
71.55%
↑ 3.93%
Total AR
$14.37M
↓ -2.61%
AR >90 Days
69.84%
↑ 2.29%
Days in AR
113.67
Current: 114.8
Full scorecard per facility — all KPIs in one view. Select any facility to see its complete performance profile.
Facility
14th Facility
14th Facility
13th Facility
15th Facility
12th Facility
11th Facility
Data as of: 3/5/2026
Charges & Payments — TTM Charges  Payments
Feb May Aug Nov Jan
Payer ClassContractual Adj.Non-Contractual
Wellmed$8,593,899$56,278
Aetna$7,435,404$75,881
Commercial$2,917,629$101,153
Total$34,118,781$550,987
BUILT FOR HEALTHCARE PERFORMANCE

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See how SCALE RCM Analytics can give your leadership team the intelligence they need to drive results — built on real RCM expertise.

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