Case Study
10% improved OTD by using MLOps and inventory optimization to enable real-time visibility for a multinational tech company
- Industry: Technology​
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.
Challenge
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
Solution
We designed and delivered demand forecasting MLOps and integrated inventory planning solutions to deliver real-time visibility, connected intelligence, and proactive recommendations.
Tech stack
Outcome
10%
Improvement in OTD.
18%
Improvement in forecast. Accuracy.
12%
Reduction in E&O.
15%
Increase in operational efficiency