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Case Studies

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Data-driven manufacturing quality enhancement

Data-driven manufacturing quality enhancement

Data-driven manufacturing quality enhancement

How data integration transformed manufacturing quality

How data integration transformed manufacturing quality

The challenge

Transforming data and operations for a composites manufacturer

An advanced composite materials manufacturer struggled with operational inefficiencies due to complex production processes and limited data maturity. The absence of a unified data infrastructure hindered proactive quality management, leading to rework, delays, waste, and customer dissatisfaction. 

Key challenges

  • Leveraged Fractal’s expertise to enhance quality and drive growth

  • Lack of a unified data system caused delays and quality issues

  • Built an Azure-based data estate for advanced analytics

The solution

Building a scalable, cloud-based analytics platform

Smart data integration

Centralized manufacturing data

Automated data processing

Scalable Azure infrastructure

Advanced analytics

Real-time Power BI dashboards

Predictive insights with AI

Improved quality control

Implementation approach

1

Cloud infrastructure

  • Scalable Azure-based platform

  • Robust foundation for analytics

  • Centralized data storage & processing

2

Data processing and transformation

  • Automated data movement & integration

  • Enhanced traceability & quality control

  • Prepared data for AI-driven insights

3

Advanced reporting and analytics

  • Real-time Power BI dashboards

  • Predictive insights with AI models

  • Faster decision-making & efficiency

The impact

Driving quality, efficiency, and business growth

Actionable insights

  • Identified key quality drivers

  • Help reduce defect rates significantly

  • Enabled timely process adjustments

Operational efficiency

  • Help improve resource utilization

  • Supported in streamlining production workflows

  • Supported to enhance overall manufacturing output

Looking ahead

Enhanced data maturity

  • Built a modern data estate for long-term insights

Scalable analytics solutions

  • Advanced analytics optimized manufacturing and quality control

Competitive and financial advantage

  • Data-driven decisions boosted financial performance and market edge

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8

All rights reserved © 2025 Fractal Analytics Inc.

Registered Office:

Level 7, Commerz II, International Business Park, Oberoi Garden City,Off. W. E.Highway, Goregaon (E), Mumbai City, Mumbai, Maharashtra, India, 400063

CIN : U72400MH2000PLC125369

GST Number (Maharashtra) : 27AAACF4502D1Z8