CASE STUDY – BUSINESS INTELLIGENCE & PRACTICE ANALYTICS
Orthodontic Practice Intelligence Platform
Unified business intelligence and performance platform for dental and orthodontic practices, connecting financial trends, conversions, multi-location data, and executive dashboards.
| Industry | Healthcare |
|---|---|
| Employees | 50-120 |
| Region | Australia |
| Services | Smart analytics platform for dental and orthodontic practices, unifying growth, conversions, finances, and multi-location insights. |
| Client Since | 2024 |
Client overview
The platform serves as the central operational cockpit for practice performance management. Practice staff
enter monthly metrics once, and the system automatically updates YTD graphs, Treatment Coordinator metrics,
and multi-location executive reports.
“From EOM Worksheets & Treatment Coordinator Performance to YTD Growth Analytics & AR
Management — Total Practice Control”
Challenge
The Core Business Problem
The practice did not need another spreadsheet. It needed a centralized intelligence platform that connects EOM financial data, Treatment Coordinator performance, YTD growth, AR insights, and multi-location reporting in one controlled system.
- Business challenges
- Financial and practice performance data was scattered across spreadsheets and offline worksheets.
- Month-end reporting and YTD calculations required significant manual effort.
- Treatment Coordinator performance and conversion metrics were difficult to track consistently.
- Accounts Receivable and past-due balances lacked timely visibility.
- Multi-location performance was difficult to compare and consolidate.
- Consultants and practice owners relied heavily on manual reporting and offline reviews.
- Technical challenges
- No centralized platform connected financial, patient, TC, and location-level data.
- EOM worksheets required automated calculations and YTD rollups.
- Different user roles needed controlled access to specific locations and modules.
- Multi-location data required strict isolation with practice-wide aggregate reporting.
- Real-time dashboards needed to present financial and operational metrics clearly.
- Financial records required reliable backup, audit trails, and data-integrity controls.
Solutions we delivered
What We Built - Platform Overview
1. Overview
Our team developed this portal as a specialized SaaS-based business intelligence platform designed for orthodontic and dental practice management teams. It centralizes monthly performance tracking, patient starts, net production, collections, Accounts Receivable (AR), Treatment Coordinator (TC) conversions, quarterly expense tracking, and year-to-date (YTD) comparisons into a single web-based platform. By eliminating manual spreadsheet management and reducing data errors, the portal enables practice teams and consultants to access accurate, real-time insights and make faster, data-driven business decisions.
How It Works - 4 Steps
Step 1 EOM Data Entry & Practice Setup
Practice teams enter monthly financial, patient, treatment, and Treatment Coordinator data through standardized EOM worksheets, with location and reporting details captured in one system.
Step 2 Automated Financial & YTD Calculations
The platform processes submitted EOM data to automatically calculate YTD performance, growth trends, prior-year benchmarks, production, collections, and other key financial metrics.
Step 3 Treatment Coordinator & Location Performance
Teams track TC exams, contracts, pending and declined cases, conversion rates, and treatment categories while consolidating performance across multiple practice locations.
Dashboards, Reporting & Operational Visibility
Practice owners and consultants use interactive dashboards and filtered reports to monitor performance, AR, expenses, conversions, and YTD trends, with instant access to consolidated insights and report exports.
01 FEATURE - Unified Dashboard & Operational Visibility
The Dashboard is the daily strategic portal. It brings together 10 major practice reports into a single, high-fidelity
screen: New Patients YTD, Starts YTD, Conversion Rate YTD, Active Accounts, Collections YTD, Net
Production YTD, Accounts Receivable, Case Acceptance YTD, Case Fee YTD, and Quarterly Expenses.
BEFORE
Practice owners spent days compiling paper logs and Excel spreadsheets, resulting in delayed financial visibility and undetected performance dips.
AFTER
Live YTD dashboards render instantly upon EOM submission, providing instant clarity on production, starts, collections, and TC efficiency.
02 FEATURE - Multi-Level Role-Based Access Control (RBAC) & Location Isolation
03 FEATURE - End-of-Month (EOM) Worksheets & Automated Financial Calculations
The EOM module is the core data-ingestion engine. It enables clients to submit monthly financial figures, patient
status breakdowns, and treatment sub-totals across Treatment Coordinators. Upon selection of month, year,
and location, header green-cells dynamically calculate prior-year monthly averages and YTD growth goals.
04 FEATURE - Reporting, Accounts Receivable (AR) Aging & Operational Audit
The platform features robust financial auditing capabilities. Accounts Receivable is tracked by separating Patient
AR vs. Insurance AR, monitoring past-due balances and collection rates. Furthermore, the system includes
trigger-based backup mechanisms (`deleted_record_backups`) and automated integrity verification commands
(`php artisan db:verify-deletion-archives`) to ensure zero financial data loss.
BEFORE
Operational reviews required assembling data
across multiple emails and manual accounting logs, making past-due AR tracking unreliable.
AFTER
Filtered AR reports and expense distributions are generated instantly from the central database, backed up by automated trigger archives.
05 FEATURE - Master Data, Treatment Coordinator Tracking & Location Consolidation
Treatment Coordinators (TCs) drive case acceptance in orthodontic clinics. Orthodontic Practice tracks individual TC metrics (exams conducted, pending decisions, contracts signed, scheduled starts, declined treatments, and Medicaid fallback logic). Additionally, practice owners can aggregate multi-office metrics into a
consolidated practice rollup.
Impact
75% Faster EOM Closing
Automated financial calculations & YTD rollups
Real-Time TC Insights
Immediate visibility into Treatment Coordinator conversions
Multi-Location Governance
Secure location-level access with consolidated practice reporting
- 100% Elimination of manual spreadsheet formulas and macro corruption errors across month-end reviews.
- 75% Faster EOM Closing through integrated single-screen forms and automated YTD calculation engines.
- Real-Time TC Performance Insights enabling immediate coaching for pending patient conversions.
- Automated Prior-Year Benchmark Comparison providing consultants with immediate growth visibility.
- Enterprise Multi-Location Governance allowing single-clinic isolation or practice-wide aggregate views.
Technologies used
Backend
Laravel 12 (PHP 8.2+)
EOM Service logic, YTD mathematical rollups, and API routes
Frontend
Vue 3 + Inertia.js 2.0
Single-Page Application experience without API boilerplate
Data Management
MySQL Relational DB
Normalized tables (`eom_sheets_details`, `patient_details`, etc.)
Third-Party Libraries
Permissions
Spatie Laravel Permission
Reporting
Reliability & Integrity
Artisan CLI & Backup Triggers
Styling & UX
Tailwind CSS + Custom CSS
Modern responsive dashboard layout and glassmorphic cards
Architecture & Execution
A specialized multi-disciplinary team assembled to deliver clinical-grade digital
transformation.
Total Team Size
8
PROFESSIONALS
Project Manager
1x
Planning, coordination, and
client communication.
Business Analyst
1x
Requirement gathering and
documentation.
UI/UX Designer
1x
Frontend Developers
2x
Responsive web and mobile
interfaces.
Backend Developers
2x
APIs, business logic, and
integrations.
QA Engineers
1x
Testing and quality assurance.
What Changed After Orthodontic Practice Intelligence Platform
Portal transforms traditional orthodontic practice management from reactive spreadsheet reviews into a modern, real-time business intelligence ecosystem. By seamlessly connecting monthly EOM entries, Treatment Coordinator performance, YTD growth trends, and enterprise location rollups, the platform empowers practice owners and consultants to make data-driven decisions that maximize practice growth and financial health.
- Centralized Cloud Intelligence Platform
Replaced fragmented spreadsheets and paper-based EOM forms with a centralized, cloud-based business intelligence platform. Practice teams and consultants can access standardized performance data from a single source of truth, improving accuracy, consistency, and collaboration.
- Automated YTD Growth Rollups & Prior-Year Benchmarks
Automated year-to-date calculations eliminate manual spreadsheet formulas and reduce the risk of calculation errors. The platform also enables practices to compare current performance against prior-year benchmarks, making growth trends and performance gaps easier to identify.
- Real-Time TC Conversion & Treatment Modality Breakdowns
Standardized Treatment Coordinator tracking provides real-time visibility into conversion performance. Teams can analyze treatment starts, conversion rates, and treatment modality breakdowns to identify opportunities for improving patient conversion and practice performance.
- Location-Aware Governance & Multi-Clinic Rollups
Built-in location-based governance allows organizations to manage data across multiple clinics while maintaining appropriate visibility and access controls. Leadership can view individual practice performance as well as consolidated multi-location rollups from a single platform.
- Interactive Executive Dashboards
Interactive dashboards transform operational and financial data into clear, actionable insights. Executives, practice managers, and consultants can quickly monitor key metrics, identify trends, and drill into performance without manually compiling reports.
Table of contents
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