Expertise Services Case Studies About Insights Let’s Talk
Healthcare & EMS Business Intelligence

Your data is already
telling a story.
Make sure it’s the right one.

Nearly 14 years building automated reporting ecosystems for EMS agencies, ambulance services, and healthcare organizations — real-time dispatch analytics, response time dashboards, CAD system integration, and revenue cycle automation. Crystal Reports, SQL, and Excel-based solutions with no licensing fees, no per-seat costs, and no refresh-rate limits.

150K+
Weekly dashboards & reports delivered
500+
End users served across all departments
75 hrs
Manual work eliminated every week
Deep Domain Knowledge
Healthcare & EMS — from the inside

Most BI consultants understand healthcare data in theory. We understand EMS operations, revenue cycle workflows, and clinical data flows from years of hands-on practice.

DataAuthenticity LLC specializes in EMS business intelligence consulting, healthcare BI solutions, and emergency medical services analytics. Services include EMS reporting dashboards, ambulance response time analytics, dispatch analytics, CAD reporting integration, vehicle utilization tracking, EPIC integration, and revenue cycle automation. Custom solutions are built using Crystal Reports, SQL Server, Power BI, and Visual CUT — designed by a consultant with 14+ years of hands-on EMS and healthcare operations experience serving agencies across the United States.

🚑

Emergency Medical Services — a rare operational edge

Dispatch-to-delivery analytics, response time reporting, vehicle utilization, crew performance tracking, pre-arrival patient alerts, and EPIC integration — we understand the operational pressures that make every second count. That context changes how every solution is built.

Dispatch Analytics Response Time Reporting Vehicle Tracking & Utilization Predictive Trip Analysis EPIC Integration Pre-Arrival Alerts Candidate & Vehicle Ranking HeatMap & GEO Analysis
Full EMS BI consulting overview →

Revenue Cycle & Billing Automation

Automated billing workflows, collections referrals, denial reduction, and claims management — built to eliminate manual intervention and reallocate billing staff to higher-value tasks. Delivered a 10% increase in collection rates and 15% reduction in denials through BI-driven revenue cycle analytics.

Automated Billing ProcessesPre-billing API exports, PCR generation, and automated file transfers across networks
Collections Referral AutomationEvent-triggered referral workflows that activate without human intervention
Denial & Exception TrackingReal-time reports surfacing billing exceptions before they become write-offs
What We Do
Tools that work. No licenses. No limits.

We build with Crystal Reports, SQL, T-SQL, and Excel — intertwined into unified reporting ecosystems. No Power BI. No Tableau. No refresh-rate restrictions. Reports distributed to unlimited recipients at no per-seat cost.

01
Crystal Reports Development
Parameterized reports, cross-tabs, interactive charts, sub-reports, and fully automated scheduled delivery. Built to run without babysitting — generating millions of reports without human intervention.
02
SQL & T-SQL Architecture
Complex query design, stored procedures, performance optimization, and data extraction pipelines. We improved extraction performance by 50% through targeted T-SQL optimization — the foundation that makes everything else fast.
03
Excel-Integrated Reporting
Crystal Reports and SQL data piped into Excel-based workflows — interactive pivot tables, year-over-year trending, and executive summary formats your team already knows how to use.
04
KPI Dashboards & Self-Refreshing Views
Interactive, self-customizable dashboards where each user configures their own view — filtered by their role, saved in their browser. Published once, personalized infinitely. No BI licensing required.
05
API-Based Data Integration
Live data pipelines between disparate systems — dispatch to EPIC, pre-billing exports, cross-platform data migration, and attachment transfers across networks.
06
Automated Workflows & Report Distribution
Scheduled report generation, event-triggered file exports, and automated email delivery to unlimited recipients — no per-license cost, no manual touchpoint required.

Live Business Process Monitoring & Real-Time Alert Systems

Beyond historical analytics — our systems watch your operations in real time. Dispatch Watchdog flags vehicle status anomalies instantly. Pre-arrival alerts push to receiving facilities automatically. Billing exceptions surface at point of entry. This is the layer that turns your data infrastructure from a reporting tool into an operational nervous system.

Case Studies
Problems solved. Results delivered.

Every engagement is confidential. Click any image to expand. Reach out to discuss your specific situation in depth.

Interactive Web Pivot click to expand
EMS — Self-Customizing Dashboards
Interactive Web Pivot — No BI Tool Required
Users needed different views of the same data. Built a web-based interactive pivot where each user controls chart type, sort, filters, color schemes, subtotals, and conditional formatting — saving their layout in their browser cache. Master reports available to all users. No Tableau. No Power BI. No SSRS. No licensing.
🎛️ One published dataset — infinite personalized layouts. Zero BI licensing fees. Zero refresh-rate limitations.
Tools: Crystal Reports · Visual Cut · Web-Based Delivery
Request full details →
HeatMap click to expand
EMS — Geo & Predictive Positioning
HeatMap & Predictive Vehicle Positioning
Historical call data by day-of-week and time-of-day rendered as a HeatMap on Google Maps, showing where emergency calls originate for anticipated demand periods. Used to pre-position vehicles before demand spikes occur. Extended with live vehicle tracking links for account transparency.
🗺️ Proactive vehicle deployment driven by predictive geo-analytics across the NYC metro region
Tools: Crystal Reports · Google Maps API · Visual Cut · SQL
Request full details →
Active Shifts Dashboard click to expand
EMS Operations — Crew Management
Active Shifts Dashboard — Fully Interactive & Self-Refreshing
All active shifts in a single live dashboard with vaccination confirmation flags, vehicle type mismatch alerts, and full column customization — rearrange, suppress, group, sort (multi-level), and filter. Each department gets a personalized view that survives every automatic data refresh cycle.
🔄 Every user maintains their own persistent customized view while data refreshes live from the database every N minutes
Tools: Crystal Reports · Visual Cut · Live Database Integration
Request full details →
System OverWatch click to expand
EMS Operations — KPI Monitoring
System OverWatch — Real-Time KPI Dashboard
A KPI dashboard monitoring operational adherence to established benchmarks, with key indicators tracked for the current day, month-to-date, and year-to-date — giving leadership an instant organization-wide health check in a single view.
📊 Operational benchmarking at a glance — current day, MTD, and YTD in one dashboard.
Tools: Crystal Reports · Visual Cut
Request full details →
Trip Volume Prediction & Accuracy Validation report click to expand
EMS Operations — Predictive Analytics
Trip Volume Prediction & Accuracy Validation
A predictive system that projects trip counts by hour for upcoming service days, validated against actual production data the following day. Friday evening predictions for Saturday operations compared side-by-side with Sunday’s actual results.
📊 98.70% overall prediction accuracy — validated across Pre-Scheduled, Same Day, and Emergency trip categories
Tools: Crystal Reports · Visual Cut · SQL Server · Automated Scheduling
Request full details →
Dispatch Watchdog real-time alert dashboard click to expand
EMS Operations — Live Monitoring
Dispatch Watchdog — Real-Time Vehicle Anomaly Alerts
Dispatchers were manually scanning rows of vehicle data to catch status discrepancies — vehicles stopped while en route, moving while at scene, or moving while at destination. Built a live dashboard grouping anomalies by alert type with exact timestamps and lapsed times.
⚡ Eliminated manual scanning entirely. Multiple alert categories (63, 84, 81 codes) surfaced instantly with vehicle, location, and time data
Tools: Crystal Reports · Visual Cut · Live Database Monitoring
Request full details →
Revenue Cycle Automated Processes and Reporting click to expand
Healthcare — Revenue Cycle
Billing Process Automation & Collections Optimization
Fully automated revenue cycle ecosystem: automated bill facility invoices, collections process (exclusion identification, file upload to agency, trip updates), pre-bill processing, and workflow trip advancements. Real-time error-catching alerts flag billing issues while a trip is still in progress.
📈 10% increase in collection rates · 15% reduction in denials · Billing staff reallocated to higher-value tasks
Tools: Crystal Reports · T-SQL · API Integration · Visual Cut
Request full details →
Candidate Ranking — Data-Driven Vehicle Recommendation click to expand
EMS Operations — Dispatch Intelligence
Candidate Ranking — Data-Driven Vehicle Recommendation
A self-refreshing report that recommends vehicle assignment to open trips based on custom-built logic — calculating distance from where each vehicle will be once it completes its current assignment, or its current location if already available. Hard-coded business rules ensure only eligible vehicle-to-call-type matches are surfaced, with shift end times flagged for overtime awareness. Refreshing every 2 minutes, it delivers a near-foolproof automated dispatch recommendation that evaluates the entire dispatch board simultaneously — in ways no human dispatcher can. The result: better on-time and response time performance, minimized unnecessary driving, and meaningful savings on fuel, tolls, and accident exposure.
Accountability & Training Through Live Data Capture
Every recommendation generated is captured in a local database, creating a permanent record of what was suggested versus what was actually dispatched. This data feeds two distinct reporting layers: single-incident analysis — surfacing cases where response times were inflated due to a deviation from the recommended vehicle — and aggregate dispatch training reports that reveal patterns in decision-making over time. For contracted hospital accounts and municipalities with high service visibility, this level of documentation reinforces accountability, supports staff development, and demonstrates the agency’s commitment to the standards their clients expect.
🚌 Custom logic refreshing every 2 minutes — right unit, right trip, right time. Every recommendation logged for reporting, training, and accountability.
Tools: Crystal Reports · Visual Cut · SQL
Request full details →
Discharge Alert — Automated Bed Availability Notification click to expand
Healthcare — Patient Flow Automation
Discharge Alert — Automated Bed Availability Notification
Automated alert notifying internal administration the moment a patient has been transported, flagging that their bed is potentially available for a new patient — improving bed turnover speed and internal workflow coordination.
🔔 Instant bed availability alert — triggered automatically the moment transport is confirmed.
Tools: Crystal Reports · Visual Cut
Request full details →
Employee Stats — Monthly KPI Scorecards click to expand
EMS Operations — Employee Performance
Employee Stats — Monthly KPI Scorecards
Keeping employees informed of their personal KPIs is vital to their growth and drive for improvement. Delivered monthly, each report covers all established KPI benchmarks. Managers receive a 3-month trending view to identify positive or negative trends — enabling timely corrective action or recognition of improvement.
📈 Monthly scorecards to every employee — managers get 3-month trend views for data-driven coaching.
Tools: Crystal Reports · Visual Cut
Request full details →
Vehicle Availability — Hour-by-Hour Fleet Visibility click to expand
EMS Operations — Fleet Management
Vehicle Availability — Hour-by-Hour Fleet Visibility
Report showing how many vehicles were available during every hour of every day, alongside the variance from the established schedule — providing a clear measure of scheduling department efficiency and highlighting gaps between planned and actual fleet coverage.
🚌 Hour-by-hour fleet visibility — scheduling efficiency benchmarked against the established plan.
Tools: Crystal Reports · Visual Cut · SQL
Request full details →
About
“Business intelligence means not just reports — but ecosystems that drive real decisions.”
1,000+
Reports & dashboards architected
50%
Data extraction performance improvement via T-SQL
500+
End users across every department
14 yrs
Healthcare & EMS BI experience

Over 13 years ago, I built my first automated reporting system for a healthcare EMS organization. Today, that infrastructure generates 150,000+ weekly dashboards and reports, serves 500+ end users across every department, and has saved over 75 hours of manual work every single week.

As a Director of Business Intelligence with enterprise-wide BI strategy spanning operational, financial, and regulatory compliance domains, my work has always remained deeply hands-on. I write the SQL. I build the reports. I design the dashboards and architect the solutions personally — because the most effective BI leaders never lose touch with the technical craft that makes insights possible.

My background spans healthcare analytics, EMS operations, revenue cycle reporting, API-based data integration, and compliance reporting. Equally comfortable writing a complex SQL query, presenting KPI findings to a C-suite, or building an automated workflow from scratch.

This consulting practice is built on one belief: strategic vision executed with technical precision, leaving your team stronger — not dependent on us indefinitely.

Start a conversation

Why DataAuthenticity
We build capability, not dependency.

Our approach leaves your team stronger and your systems self-sustaining — unless ongoing partnership is what works best for you.

01
No licensing constraints
Crystal Reports solutions deliver to unlimited email recipients with no per-seat licensing, no refresh-rate limitations, and no dependency on Power BI or Tableau subscriptions.
02
Healthcare & EMS-native
We speak your operational language — dispatch, clinical, billing — from 14 years inside the industry. No lengthy onboarding. We understand your data from day one.
03
Director-level strategy, hands-on execution
Senior expertise without delegation to junior staff. Every solution is designed and built by the same person advising on strategy.
04
Live monitoring, not just history
Our systems watch operations in real time — alerting staff to anomalies, triggering workflows automatically, surfacing problems before they become crises.
05
Fully remote & flexible engagement
One-time project, phased build, or ongoing support retainer — structured around your needs, not a preset package.
06
Data accuracy as a discipline
Validation and error-correction built directly into automated processes, ensuring data is trustworthy before it reaches a decision-maker.

Ready to make your data
actually work for you?

Tell us where things stand today — manual reports, disconnected systems, no real-time visibility — and we’ll figure out the right next step together.

info@dataauthenticity.net
516.400.2599