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Case Studies

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Optimized supply chains powered by intelligent AI modeling

Optimized supply chains powered by intelligent AI modeling

Optimized supply chains powered by intelligent AI modeling

How AI and data analytics are transforming supply chains for unmatched efficiency

How AI and data analytics are transforming supply chains for unmatched efficiency

Reduction in inventory levels

Customer satisfaction achieved

Fill rate achieved

Weeks to MVP

The challenge

Improving inventory management and supply chain efficiency

Our client, a global player in the manufacturing and industrial sector, faced a critical challenge in optimizing inventory management for their largest customer—an e-commerce organization. Managing high SKU variability and unpredictable demand while maintaining a 99% fill rate led to excessive inventory carrying costs and customer service inefficiencies.

Key challenges

  • Excess stock led to congestion, inefficiencies, and costs

  • Diverse products and poor coordination hurt efficiency

  • Erratic SKUs caused overstocking and stockouts

The solution

Data-driven inventory optimization

Data exploration and analysis

Analyzed demand patterns & forecast accuracy

Identified key data needs & inefficiencies

Assessed inventory & stocking trends

Model development and automation

Built the Min-Max inventory model

Documented & transferred processes

Automated real-time inventory adjustments

Implementation approach

1

Inventory optimization

  • 46% inventory reduction

  • Improved demand forecasting

  • Real-time stock control

2

Enhanced service levels

  • 99% service level maintained

  • Higher customer satisfaction

  • Efficient warehouse operations

3

Cost and scalability benefits

  • Lower costs and inefficiencies

  • Scalable for all retailers

  • Increased profit margins

The impact

Transforming inventory management

Inventory efficiency

  • 46% reduction in inventory levels

  • Minimized stockouts & overflows

  • Lower carrying costs & optimized stockholding

Service excellence

  • 99% service level maintained

  • Enhanced customer satisfaction

  • Reliable & timely order fulfilment

Operational improvements

  • Improved manpower utilization

  • Streamlined warehouse operations

  • Enhanced demand planning accuracy

Looking ahead

Scalable and versatile

  • Expandable across all customer types, from local retailers to global distributors

Continuous optimization

  • Ensures demand-aligned inventory, streamlined warehousing, and manpower efficiency

Proven impact

  • Achieved NPS 10, with "improved supply chain efficiency" as the key success factor

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