GWC Data.Ai

Identity Access Management (IDAM)Reporting & License Optimization

Enabling enterprise-grade governance, automation, and cost optimization through centralized identity and license management.

Client Overview

A leading pharmaceutical organization managing a large workforce of employees, contractors, and system accounts required a scalable, centralized solution for tracking and optimizing identity access management and Microsoft license usage across the enterprise. The existing processes were largely manual, fragmented, and lacked the visibility needed for strategic decision-making and regulatory compliance.

Business Challenges

  • challenge iconLimited visibility into license allocation and usage across the organization
  • challenge iconManual reporting processes causing significant delays and operational inefficiencies
  • challenge iconOver-provisioning of licenses leading to unnecessary and avoidable costs
  • challenge iconDifficulty in identifying inactive or unused accounts across systems
  • challenge iconCompliance risks due to lack of centralized monitoring and audit trails
  • challenge iconNo scalable system for tracking, analyzing, and forecasting license usage
GSK pharmaceutical — hand with capsules

Our Solution

We designed and delivered a comprehensive data engineering solution that automated identity access reporting and license optimization from source extraction through to executive-ready dashboards and governance controls.

  • solution iconDeveloped an end-to-end data pipeline integrating multiple enterprise data sources into a unified platform
  • solution iconExtracted data from Azure Active Directory, HR systems, and contractor databases using PowerShell and SQL Server
  • solution iconImplemented robust ETL pipelines using Azure Data Factory for reliable, scheduled data transformation
  • solution iconCentralized all data in Azure SQL Database serving as the enterprise data warehouse
  • solution iconBuilt interactive Power BI dashboards for license utilization, inactive accounts, trends, and forecasting
  • solution iconEnabled incremental data loads and automation for near real-time reporting capabilities
  • solution iconEstablished a governance and monitoring framework to ensure ongoing compliance and data quality
GSK pharmaceutical lab

Key Capabilities Delivered

End-to-End Data Pipeline

End-to-End Data Pipeline

Unified integration of Azure AD, HR systems, and contractor databases into a single, reliable data flow.

Centralized Data Warehouse

Centralized Data Warehouse

Azure SQL Database serving as the single source of truth for all identity and license data.

Automated ETL Processing

Automated ETL Processing

Azure Data Factory pipelines with incremental loads ensuring data freshness and consistency.

Interactive BI Dashboards

Interactive BI Dashboards

Power BI reports delivering real-time insights on utilization, trends, and cost forecasting.

Real-Time Reporting

Real-Time Reporting

Automated, scheduled data refreshes eliminating manual reporting and enabling proactive decisions.

Governance & Compliance

Governance & Compliance

Monitoring framework with audit trails ensuring regulatory compliance and data quality standards.

Business Impact

The solution delivered measurable outcomes across cost optimization, operational efficiency, and compliance enabling the organization to take a proactive stance on license management.

~25%
~25%

Reduction in unnecessary license costs

Eliminated over-provisioned and unused licenses, driving significant cost savings.

~40%
~40%

Decrease in manual effort & reporting time

Automated data pipelines replaced time-intensive manual processes.

Proactive
Proactive

Inactive account identification

Real-time detection and flagging of dormant accounts across the enterprise.

Data-Driven
Data-Driven

Decision-making for cost optimization

Executive dashboards enabling strategic, evidence-based license management.

Technology Stack

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Azure Data FactoryAzure SQL DatabasePower BIPowerShellSQL Server

Value Delivered

By implementing a scalable, automated data engineering solution, we empowered a leading pharmaceutical organization to transform its identity access and license management capabilities — shifting from reactive, manual processes to a proactive, data-driven operating model.

The engagement delivered tangible cost savings of ~25%, reduced manual effort by ~40%, and established a robust governance framework positioning the organization for sustained compliance, operational efficiency, and scalable growth.

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GWC DATA.Ai