Iguazio
Case Studies
Hygiene technologies leader Ecolab brings data science to production with Microsoft Azure and Iguazio
Overview
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Hygiene technologies leader Ecolab brings data science to production with Microsoft Azure and IguazioIguazio |
Analytics & Modeling - Machine Learning Platform as a Service (PaaS) - Data Management Platforms | |
Chemicals | |
Discrete Manufacturing Quality Assurance | |
Predictive Maintenance Process Control & Optimization | |
Data Science Services System Integration | |
Operational Impact
With the adoption of the Iguazio platform, deployment times for highly secure, scalable compute resources decreased from days to minutes. | |
Ecolab was able to reduce costs by running in a shared compute environment. | |
Model development time dropped dramatically. Prior to implementing this solution, model deployment times exceeded 12 months. Thanks to Iguazio and Microsoft Azure, by 2020, initial deployment timelines had been reduced to between 30 and 90 days. | |
Quantitative Benefit
Deployment times for compute resources decreased from days to minutes. | |
Model development time reduced from over 12 months to between 30 and 90 days. | |
By the end of 2020, Ecolab had more than 40 users—more than double what it had anticipated. And three to four times more models running than originally planned. | |