Compliance Analytics Solution Improved Quality Oversight and Regulatory Compliance
DiLytics helped the client transform quality and compliance reporting by implementing a centralized analytics platform that automated KPI monitoring and improved regulatory oversight.
6
Compliance and quality management KPI domains delivered
1
Enterprise compliance analytics platform established
100%
Management Metrics Review (MMR) KPIs automated through analytics
Executive Summary
The client sought to improve visibility and decision-making across critical corporate functions A leading biotechnology company required improved visibility into quality, compliance, and regulatory performance across its manufacturing and quality operations. Existing reporting processes limited the organization’s ability to effectively monitor quality metrics, compliance obligations, product complaints, deviations, CAPAs, and regulatory commitments.
DiLytics implemented an enterprise Compliance Analytics solution leveraging TrackWise, Informatica, Oracle Business Analytics Warehouse, and OBIEE. The solution automated data integration and delivered executive dashboards, KPIs, scorecards, and management review reporting across six critical compliance domains, including OOS/OOT events, product complaints, deviations, CAPAs, and regulatory commitments.
The implementation established a centralized compliance reporting platform, improved quality oversight, strengthened regulatory compliance monitoring, and enabled proactive management of quality and compliance performance across the organization.
A leading biotechnology company needed better visibility into quality and compliance performance across its operations. DiLytics implemented a centralized compliance analytics platform that automated reporting, improved regulatory monitoring, and enabled proactive management of quality and compliance activities.
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Client Overview
The client is a global biopharmaceutical organization specializing in innovative therapies for rare genetic diseases, with a strong focus on research, development, and commercialization. The company operates across multiple international markets and is supported by a large, specialized workforce driving end-to-end healthcare innovation.
- Industry: Biotechnology and Pharmaceuticals
- Location: California, USA
- Focus Areas: Rare Genetic Diseases Therapies
- Residents Served: Across 20+ Countries Worldwide
Limited Visibility into Quality Data Increased Compliance and Operational Risks
Although TrackWise captured critical quality and compliance information, reporting processes remained largely manual and fragmented. Leaders lacked a centralized view of quality performance across products, facilities, and operational areas, making it difficult to monitor trends, identify risks, and ensure timely compliance with regulatory commitments.
Fragmented Compliance Reporting
Fragmented Compliance Reporting
Delayed Issue Identification
Delayed Issue Identification
Limited Regulatory Oversight
Limited Regulatory Oversight
Inconsistent Performance Monitoring
Inconsistent Performance Monitoring
Limited Visibility into Quality Data Increased Compliance and Operational Risks
Fragmented Compliance Reporting
Fragmented Compliance Reporting
Delayed Issue Identification
Delayed Issue Identification
Limited Regulatory Oversight
Limited Regulatory Oversight
Inconsistent Performance Monitoring
Inconsistent Performance Monitoring
Implemented a Centralized Oracle Analytics Platform for Compliance Monitoring
DiLytics implemented a Compliance Analytics solution leveraging Oracle Business Intelligence Enterprise Edition (OBIEE), Oracle Business Analytics Warehouse, Informatica ETL, and Trackwise quality management data. The solution automated the extraction, transformation, and loading of quality and compliance information into an enterprise data warehouse and delivered executive dashboards, scorecards, KPIs, drill-down reporting, and management review analytics.
- Conducted business requirements analysis and compliance reporting workshops
- Designed enterprise data warehouse and analytics architecture
- Developed ETL processes to integrate TrackWise quality management data
- Built executive dashboards, KPIs, scorecards, and management review reports
- Implemented Oracle Analytics semantic models, security, and governed reporting
- Developed drill-down analytics and self-service reporting capabilities
- Provided user training, knowledge transfer, and production support
The solution delivered analytics capabilities across six key compliance and quality management areas:
- Out-of-Specification (OOS) & Out-of-Trend (OOT) Analytics: Monitoring quality control incidents across products, facilities, and divisions
- Product Complaint Analytics: Tracking complaint rates, complaint trends, and affected product volumes
- Deviation Management Analytics: Monitoring deviation frequency, operational quality trends, and process performance
- Complaint Closure Performance Analytics: Measuring complaint resolution effectiveness and closure timeliness
- CAPA & Deviation Closure Analytics: Monitoring on-time closure performance for deviations and corrective and preventive actions
- Regulatory & Partner Commitment Analytics: Tracking overdue commitments, inspection observations, compliance actions, and regulatory obligations
- Integrated TrackWise quality management data into an Oracle-based enterprise analytics platform
- Automated daily data extraction, transformation, and loading processes through Informatica ETL
- Implemented an enterprise data warehouse as the centralized repository for compliance analytics
- Developed Oracle Analytics dashboards, KPIs, scorecards, summary views, and drill-down reports
- Delivered executive management review dashboards with overview and summary reporting capabilities
- Established a scalable compliance analytics framework supporting future quality and regulatory reporting requirements
- Conducted business requirements analysis and compliance reporting workshops
- Designed enterprise data warehouse and analytics architecture
- Developed ETL processes to integrate TrackWise quality management data
- Built executive dashboards, KPIs, scorecards, and management review reports
- Implemented Oracle Analytics semantic models, security, and governed reporting.
- Developed drill-down analytics and self-service reporting capabilities
- Provided user training, knowledge transfer, and production support
The solution delivered analytics capabilities across six key compliance and quality management areas:
- Out-of-Specification (OOS) & Out-of-Trend (OOT) Analytics: Monitoring quality control incidents across products, facilities, and divisions
- Product Complaint Analytics: Tracking complaint rates, complaint trends, and affected product volumes
- Deviation Management Analytics: Monitoring deviation frequency, operational quality trends, and process performance
- Complaint Closure Performance Analytics: Measuring complaint resolution effectiveness and closure timeliness
- CAPA & Deviation Closure Analytics: Monitoring on-time closure performance for deviations and corrective and preventive actions
- Regulatory & Partner Commitment Analytics: Tracking overdue commitments, inspection observations, compliance actions, and regulatory obligations
Improved Enterprise-Wide Compliance Visibility and Regulatory Readiness
The solution provided leaders with timely access to trusted compliance information, enabling stronger quality oversight, improved regulatory monitoring, and more effective management of compliance risks.
Improved Compliance Visibility
Delivered centralized visibility into quality events, deviations, complaints, CAPAs, and regulatory obligations
Faster Risk Identification
Enabled proactive monitoring of quality trends and emerging compliance issues through automated analytics
Reduced Reporting Effort
Eliminated manual reporting processes through automated KPI generation, scorecards, and management review reporting
Strengthened Regulatory Oversight
Improved tracking of inspections, commitments, observations, and compliance actions
Standardized Performance Measurement
Established consistent compliance metrics and KPIs across products, facilities, and business units
Enhanced Executive Decision-Making
Provided executives and quality leaders with trusted information through centralized dashboards and drill-down reporting
Tech Stack Summary
DiLytics implemented a scalable compliance analytics architecture that integrated quality management data into a centralized reporting platform, enabling automated compliance monitoring and enterprise-wide quality performance visibility.
Data Sources
Data Integration
Data Warehouse
Data Visualization
Data Sources
Data Integration
Data Warehouse
Data Visualization
Drive Better Compliance Outcomes with Data-Driven Monitoring
Centralize quality and compliance data to improve regulatory visibility, accelerate decision-making, and support continuous operational oversight.