National Healthcare Workforce Training & Compliance Intelligence Platform

Centralized LMS 365, Oracle ERP, and departmental training data into an automated SSIS and SQL Server warehouse with a seven-page Power BI suite supporting workforce development, clinical learning, compliance, and executive decision-making.

9,500+ Employees Training Intelligence Healthcare Compliance Centralized SSIS Warehouse Sub-Second Reporting
1.

Business Challenge

A major government hospital corporation needed to manage the complete training lifecycle for more than 9,500 clinical and non-clinical employees, but its existing reporting environment could not scale.

Data Volume Constraints

Direct LMS 365 OData payloads were too large for Power BI to process efficiently, limiting analysis to a single year at a time.

Severe Performance Latency

Simultaneous live connections to LMS, Oracle ERP, and flat files caused long load times, slow analysis, and frequent report crashes.

No Historical Trend Visibility

Year-over-year analysis required manual comparison of separate reports because current and historical data could not be loaded together.

Siloed Divisional Reporting

Academic Affairs, E-Learning, Clinical, and Non-Clinical teams maintained separate views, preventing corporate-wide compliance oversight.

2.

Solution

A governed SSIS and SQL Server enterprise warehouse replaced brittle live-source dependencies with automated, incremental, and performance-optimized analytics.

Strategic Data Governance

Standardized metric definitions, assigned data ownership, and mapped security controls for Oracle ERP data containing PII.

Staging Layer

Extracted LMS OData, Oracle ERP, and shared-folder files into an isolated SQL Server landing schema.

Transformation & Mapping

SSIS cleansed, deduplicated, and mapped Oracle employee master data to LMS training transactions.

Incremental SSIS Loading

Delta logic fetched only new or modified records, bypassing source-volume limitations.

Performance-Optimized Star Schema

Built a central training fact table with conformed employee, date, course, organization, and location dimensions.

Seven-Page Power BI Suite

Advanced DAX supported corporate trends, compliance, clinical learning, non-clinical training, Academic Affairs, and E-Learning.

Centralized Error Handling

Failed source or warehouse tasks generated error files routed to a common troubleshooting destination.

3.

Business Impact

30%

Increase in Actionable Corporate Insights

Millions of training enrollments were consolidated into a trusted enterprise view for leadership.

Sub-Second

Multi-Year Report Loading

Minutes-long loading and frequent crashes were replaced by fast historical reporting.

18%

August Engagement Drop Exposed

Leadership could redesign training deployment schedules around the seasonal decline.

7,782

Employees Tracked for Compliance

Mandatory certification monitoring became available across multiple hospital branches.

97%

Fire & Safety Completion

Fire and Safety Training 2025 achieved a 97% completion rate with a 4.87/5 rating.

56,046

Nursing Enrollments Quantified

Nursing was identified as the highest-volume clinical learning group.

80%

Dental & Allied Health Completion

Both directorates maintained an 80% course completion rate.

329

Internships Quantified

Academic Affairs reporting validated Dental and Nursing internship pipelines and institutional MoUs.

4.

Solution Architecture

National Healthcare Workforce Training & Compliance Intelligence Platform solution architecture

The documented five-stage architecture connects LMS 365, Oracle ERP, and departmental files to SSIS orchestration, a SQL Server star schema, KPI engineering, and role-based Power BI reporting.

5.

ETL Delivery Flow

Iterate Sources

Separate Foreach loops process LMS, Oracle, and shared files

Extract

OData, SQL, Excel, and CSV records

Transform

Clean, deduplicate, and map employee training records

Load

Consolidate into WFTD_Data_Warehouse

Report

Deliver compliance and workforce intelligence

Failed source or warehouse tasks create error files routed to a centralized destination for logging and troubleshooting.

6.

Technology Stack

SSISSQL ServerSSMSOracle ERP DatabaseLMS 365 ODataPythonPower BI DesktopPower BI ServiceDAXMicrosoft ExcelCSVStar SchemaIncremental ETL
7.

Dashboard Gallery

8.

Project Showcase

Live Power BI Dashboard

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Video Walkthrough

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9.

GitHub Repository

Explore the Workforce Training Intelligence Project

The repository contains project documentation, SSIS workflow details, screenshots, and implementation context.

View GitHub Repository ↗