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Case Studies

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Advanced optimization of logistics performance through AI analytics

Advanced optimization of logistics performance through AI analytics

Advanced optimization of logistics performance through AI analytics

How a CPG industry leader transformed delivery efficiency and saved $14M+

How a CPG industry leader transformed delivery efficiency and saved $14M+

Operational time improvement

Previous annual penalties

Demonstrated cost savings

Month implementation timeline

The challenge

Overcoming costly delivery delays in complex supply chains

A leading multinational CPG company was facing significant financial penalties from delayed deliveries, amounting to $24 million annually. The challenge was to optimize complex logistics operations and maximize on-time deliveries to reduce these penalties.

Key challenges

  • Complex multi-stage outbound shipment processes and tracking

  • Significant recurring financial penalties for delays

  • High volume of daily deliveries across networks

  • Multiple stages in shipment tracking

The solution

Azure-powered predictive analytics platform

Intelligent modeling

Predictive risk assessment

Bayesian inference modeling

Real-time analytics integration

ERP and TMS system integration

Implementation framework

Azure cloud platform deployment

Comprehensive tracking system

Cross-departmental coordination

Automated decision support

Implementation approach

1

Discovery and planning

  • Source system identification

  • Stakeholder requirements gathering

  • Process analysis and mapping

  • Infrastructure planning

2

Development

  • Predictive model creation

  • Azure cloud integration

  • System testing and validation

  • Performance monitoring

3

Deployment

  • Phased implementation

  • System integration

  • North America rollout

  • Continuous optimization

The impact

Fundamentally transformed delivery performance metrics

Delivery efficiency

Enhanced delivery tracking

  • Improved information retrieval

  • Reduced delays

  • Improved timing accuracy

Financial impact

Operational cost reduction

  • Reduced delivery penalties

  • Operational savings

  • Enhanced efficiency

  • Performance monitoring

Operational excellence

Process optimization

  • Unified tracking system

  • Streamlined workflows

  • Cross-department collaboration

Looking ahead

Enhanced analytics

  • Unlocking advanced predictive capabilities

Expanded deployment

  • Seamlessly scaling across broader markets

Continuous improvement

  • Driving further efficiency optimization

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