Case Study - Gen AI

AI-Powered Customer Quote Generation Automation

Case Study - Application support

Reducing Cost of Poor Quality with Power BI-Driven Manufacturing Intelligence

The Challenge

A global automotive seating manufacturer was facing increasing quality-related challenges across its manufacturing and assembly operations. Rising defect rates, rework activities, and containment costs were significantly impacting operational efficiency and profitability. Although large volumes of quality and production data were being generated across plants, the organization lacked a centralized view of quality performance. Most reporting relied on manual spreadsheets and disconnected systems, making it difficult to identify trends, investigate root causes, and take proactive corrective actions. As a result, quality management efforts remained largely reactive, leading to higher operational costs and missed opportunities for continuous improvement.

Key Challenges

Rising Cost of Poor Quality (COPQ) across manufacturing operations

Limited visibility into quality performance and defect trends

Manual, spreadsheet-driven reporting processes

Difficulty identifying root causes of recurring defects

Budget overruns caused by scrap, rework, and containment activities

Delayed decision-making due to fragmented data sources

Operational inefficiencies affecting production and delivery timelines

Without centralized quality intelligence, teams struggled to proactively address issues before they impacted production and customer satisfaction.

What JBS Built

Jade Business Services designed and implemented a Manufacturing Quality Intelligence Platform powered by Microsoft Power BI. The solution consolidated quality, production, and operational data into a unified analytics environment, providing stakeholders with real-time visibility into Cost of Poor Quality (COPQ), defect patterns, and operational performance. By transforming fragmented quality data into actionable insights, JBS enabled manufacturing leaders to identify issues earlier, accelerate corrective actions, and drive continuous quality improvement across global operations.

The Solution

How the Solution Works

Enterprise Quality Data Integration

JBS integrated data from multiple operational systems into a centralized analytics platform, creating a single source of truth for quality and manufacturing reporting, including:

ERP systems
Manufacturing Execution Systems (MES)
Quality Control applications
Customer feedback data
Operational performance databases

Centralized COPQ Analytics Dashboard

JBS developed a comprehensive Power BI dashboard to provide real-time visibility into quality costs and performance, enabling stakeholders to identify the primary drivers of quality-related costs through analysis by:

Manufacturing plant
Assembly line
Product category
Error codes
Department & Defect type

Root Cause Analysis Framework

The solution introduced advanced drill-down capabilities that enabled quality teams to investigate recurring defects, uncover root causes, and shift from reactive issue resolution to proactive quality prevention, allowing users to:

Analyze defect patterns
Identify recurring quality issues
Investigate production variances
Prioritize corrective actions
Monitor quality improvement initiatives

Self-Service Analytics & Reporting

JBS empowered quality and operational teams with self-service business intelligence capabilities, reducing reliance on manual report generation and accelerating decision-making through:

Self-service reporting
Automated daily and weekly reports
Interactive dashboards
On-demand data exploration
Executive performance monitoring

Real-Time Quality Monitoring

The platform continuously monitors quality metrics and highlights emerging risks before they become major operational issues, enabling faster intervention and stronger quality governance through:

Real-time scrap tracking
Rework monitoring
Customer containment visibility
Budget variance alerts
Historical trend analysis
Quality performance benchmarking

Business Outcomes

$5M+ Annual Savings

Reduced Cost of Poor Quality through improved visibility, proactive defect management, and faster root cause resolution.

25% Faster Decision-Making

Real-time access to quality insights enabled leadership and operational teams to respond more quickly to manufacturing issues.

30% Reduction in Containment & Rework Costs

Data-driven quality initiatives significantly reduced rework activities and containment efforts.

12% Improvement in Customer Satisfaction

Enhanced product quality and defect reduction contributed to measurable improvements in customer experience and satisfaction.

Improved Operational Efficiency

Greater visibility into manufacturing quality enabled teams to streamline processes and reduce production disruptions.

Increased Competitive Advantage

Lower quality costs and improved operational performance strengthened profitability and supported business growth initiatives.

Technology Stack

Support & IT Service Management

Business Value Delivered

Jade Business Services transformed quality management from a reactive process into a proactive, data-driven capability.

By implementing a centralized Power BI-based manufacturing intelligence platform, JBS enabled the organization to gain real-time visibility into quality performance, reduce the Cost of Poor Quality, accelerate decision-making, and improve customer satisfaction.

The result was a scalable quality analytics ecosystem that empowered manufacturing leaders to reduce operational costs, improve product quality, and drive continuous improvement across global operations.

About Us

Contact Info