10% improved OTD by using MLOps and inventory optimization to enable real-time visibility for a multinational tech company

Key Outcomes
10%
Improvement in OTD.
18%
Improvement in forecast Accuracy.
12%
Reduction in E&O.
15%
Increase in operational efficiency
Overview

A multinational tech company sought to optimize inventory and improve on-time delivery. Aligned Automation implemented demand forecasting MLOps and integrated inventory planning solutions to enable real-time visibility, connected intelligence, and proactive recommendations. The solution addressed inefficiencies in siloed data and inflexible processes, resulting in a 10% improvement in on-time delivery, an 18% boost in forecast accuracy, a 12% reduction in excess and obsolete inventory, and a 15% increase in overall operational efficiency.

Challenges

A hi-tech organization set to optimize their inventory and improve on time delivery with improved forecasting process to handle variations that existed across products and planning locations.  

Current processes were inefficient, including:

  • Siloed data.
  • Time-consuming.
  • Inflexible to adapt to changing business needs.
  • Limited scope and coverage.

Value Delivered

We designed and delivered demand forecasting MLOps and integrated inventory planning solutions to deliver real-time visibility, connected intelligence, and proactive recommendations.

Capabilities

ML & AI

App Development

Data Visualization

About Client

This multinational technology company is one of the largest of its kind in the world and is listed on the Fortune 500. It serves a global customer base in 180 countries and has extensive R&D and manufacturing operations worldwide.

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Let us know your goals. We'll help you get there faster.

Let us know your goals. We'll help you get there faster.