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Data Science for Manufacturing

Artificial Intelligence is revolutionizing the manufacturing industry, resulting in great advancements and gains in quality, productivity and cost reduction. Innovative manufacturers that embrace AI are transforming the way they do business – and their bottom line.

Accurately Forecast Demand and
Optimize Production

The Iguazio MLOps Platform for Manufacturing enables you to develop, deploy and manage AI applications, transforming AI projects into real-world business outcomes.  With Iguazio, you can build and run AI models in real time, deploy them anywhere (multi-cloud, VPC or on-prem), and bring to life your most ambitious data-driven strategies for demand forecast, quality management and streamlined production processes.

Feature Engineering Made Simple

Forecast Demand

Predict demand accurately to eliminate waste and ensure that your customers are always satisfied.

Predictive Manufacturing

Track and model the quality of your products in real time on the production floor, to detect issues as they occur and improve the quality and overall yield.

Predictive Maintenance

Detect malfunctions before they occur and prevent them by taking automated actions to save precious time and keep processes running smoothly.

Remove Obstacles

Optimize Scheduling

Optimize your manufacturing schedule by harnessing data from the edge as well as historic and current market data.

Data Science For Financial Services
Data Science For Financial Services

Manufacturing Case Study:Predicting Equipment Malfunctions in Real-Time

Iguazio worked with a large multi-national customer to detect signals of impending equipment malfunctions in real-time. Using real-time data from sensors, correlated with historic data and manufacturing logs, thousands of ML models were set up and managed. These models learned to cater to different types of equipment and predict malfunctions of different types. Users could also define different types of false positives to improve model accuracy.

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Data Science Platform Tutorials

Platform Overview

Get started with a video introduction to the Platform

Data Science Platform Documentation


Access overviews, tutorials, references and guides

Optimize Production with Real-Time AI

Learn how manufacturers develop, deploy and manage AI applications to revolutionize the way they do business with the Iguazio MLOps Platform