Kareo Claims & Revenue Cycle Analyzer
Analyze Kareo claims, denials, and revenue cycles in minutes
What You Can Do
Transform raw Kareo claims data into actionable insights. You can upload claims exports, denial logs, and aging reports to get instant analysis of revenue cycle bottlenecks, denial patterns, and recommendations for improving cash flow. Claude identifies which claims are at risk, reasons for denials, and prioritizes recovery efforts.
Features
Categorizes claims by status (pending, paid, denied, appealed) and identifies aging and at-risk claims
Finds recurring denial reasons and root causes, then recommends specific corrective actions
Calculates Days Sales Outstanding (DSO), denial rates, and collection rates with trend analysis
Ranks claims and denials by revenue impact and recoverability for focused follow-up
Analyzes hundreds or thousands of claims at once from Kareo exports
Compare performance across payers, providers, or time periods to spot trends
Identifies claims worth appealing based on denial code and historical success rates
Projects future cash flow and revenue based on current aging and payment patterns
Example Output
Example 1: Denial Analysis
Denial Summary (Last 30 days):
- Total Denied: 47 claims ($12,340)
- Top Denial Reason: Timely Filing (15 claims, $4,200)
- Second: Incorrect Coding (12 claims, $3,100)
High-Impact Actions:
1. Appeal 8 timely filing denials before deadline (estimated recovery: $2,200)
2. Review coding for claim IDs [XX-001, XX-005, XX-008] with modifier audit
3. Verify payer eligibility process — missing 5 coverage checks
Example 2: Aging Report Snapshot
Claims Aging Analysis:
- 0-30 days: 156 claims ($28,400) ✓ On track
- 31-60 days: 43 claims ($9,200) → Follow-up recommended
- 61-90 days: 18 claims ($4,100) → Escalate to appeals
- 90+ days: 7 claims ($1,800) → High-priority recovery
Priority Worklist:
1. Claim #KR-2025-8847 ($2,100) — 94 days, resubmit with corrected modifier
What's Included
- SKILL.md: Full Claude skill with claim analysis workflows and decision trees
- Kareo Export Template: Sample CSV/export format for claims data
- Denial Code Reference: Lookup guide for common denial reasons and appeal strategies
- Revenue Cycle Checklist: Monthly review checklist for claims management
- KPI Dashboard Template: Track DSO, denial rate, and collection metrics over time
- Appeals Priority Worksheet: Structured format for prioritizing claims for appeal
Who It's For
- Medical billing and coding specialists — Streamline denial management and appeals
- Practice managers — Monitor revenue cycle health and cash flow metrics
- Revenue cycle directors — Identify systemic billing issues and process improvements
- Healthcare compliance officers — Track denial trends and coding accuracy
- Accounts receivable teams — Prioritize follow-up on aging claims
Best For
- Analyzing claim denial patterns and identifying root causes
- Prioritizing high-value claims for appeal or resubmission
- Tracking revenue cycle metrics (DSO, denial rate, clean claim rate)
- Identifying coding and billing process bottlenecks
- Forecasting cash flow based on claims aging and payment history
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