How real-time is the data?

KPIs update as new data arrives — typically within minutes of claim status updates, ERA receipts, or AR aging changes. Some payer data may lag 24–48 hours depending on payer processing cycles and EDI feed frequency.

Can we customize the dashboards?

Yes. Dashboards are customizable by role, facility, payer, or time period. You can create custom views for different stakeholders — a CFO view focused on financial KPIs, a billing manager view focused on denial trends, and a front desk view focused on eligibility metrics.

Use Case

Revenue Cycle Analytics with Real-Time KPI Dashboards

Revenue cycle analytics aggregates claims, payments, denials, and AR data into real-time dashboards that surface KPIs, trends, and anomalies across your revenue cycle. Sarva provides customizable dashboards tracking clean claim rate, denial rate, AR days, collection rates, and payer performance — giving revenue cycle leaders the visibility to identify problems before they become financial losses.

See Your Revenue Cycle Analytics

The Business Problem

Most practices rely on month-end reports that are 30–45 days delayed. By the time a trend is visible in a monthly report, it has been impacting revenue for weeks. Real-time visibility into revenue cycle KPIs is essential for proactive management, but most practice management systems offer only basic reporting that requires manual export and spreadsheet analysis.

Affected Team

Revenue cycle leadership, CFOs, practice managers, and billing directors. Real-time analytics enable data-driven decisions about staffing, payer relationships, and process improvement.

How It Works

Current Manual Workflow

A billing manager exports data from the practice management system into spreadsheets at the end of each month. They manually calculate KPIs — denial rate, AR days, collection rate — and create a report for leadership. The process takes 4–8 hours per month and the data is already 30 days old when reviewed.

Automated Workflow with Sarva

Sarva aggregates revenue cycle data in real time, calculating KPIs continuously and displaying them on customizable dashboards. Trends are identified automatically, anomalies trigger alerts, and payer performance is benchmarked. Leadership sees current data — not last month's snapshot — and can drill into any KPI for root cause analysis.

Inputs

Claim submission and status data
835 ERA payment and denial data
AR aging data
Payer contract and performance data
Historical KPI baselines

Outputs

Real-time KPI dashboards (clean claim rate, denial rate, AR days, collection rate)
Trend analysis with anomaly detection
Payer performance benchmarking
Root cause drill-down for any KPI
Automated alerts for threshold breaches
Custom report generation

Human Oversight

Revenue cycle leaders configure dashboards, set alert thresholds, and interpret trends. Sarva provides the data and analysis — humans make the strategic decisions about process changes, staffing, and payer relationships.

Security Considerations

All analytics data is encrypted and access-controlled. Role-based permissions ensure staff see only the data appropriate to their role. Full audit trails for dashboard access and report generation. HIPAA BAA included.

Integration Considerations

Sarva integrates with your practice management system, EHR billing module, and clearinghouse to aggregate data automatically. No manual exports or spreadsheet analysis required. Dashboards are accessible via web browser and can be embedded in existing reporting tools.

Limitations

Analytics are only as good as the underlying data. If claim or payment data is incomplete or inaccurate in the source system, KPIs will reflect those inaccuracies. Sarva identifies data quality issues but cannot fix problems in the source system. Real-time data depends on timely ERA and claim status feeds from payers.

Key Performance Indicators

Dashboard refresh frequency

Target

Real-time

KPI calculation accuracy

Target

> 99%

Anomaly detection rate

Target

> 90% of significant trends

Reporting time saved

Target

> 90% vs manual

See how this workflow applies to your practice.

See Your Revenue Cycle Analytics

Related Connectors

Calculating the True ROI of RCM Automation

Frequently Asked Questions

Sarva tracks all core RCM KPIs including clean claim rate, first-pass yield, denial rate, denial overturn rate, days in AR, AR over 90 days, net collection rate, gross collection rate, cost to collect, and days to bill. Custom KPIs can be configured based on your practice's priorities.

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