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french fries
Customer Stories, Manufacturing, Power Platform

Quality prediction and driver analysis for french fry production

Challenges     The french fries producer was facing difficulties in tracking fries back to potatoes. The fries manufacturing process comprised of 21 steps, which resulted in various trackability problems. The…

Customer Stories, Manufacturing, Power Platform 2021-01-13 By Neal Analytics
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paint company
Customer Stories, Manufacturing

Churn prediction model for account representatives at a large paint company

Challenges  A large paint company was facing difficulty knowing about their high-value accounts who were likely to churn. It can cost five times more to attract a new customer than it does to retain an existing one. Without any…

Customer Stories, Manufacturing 2020-12-30 By Neal Analytics
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Autonomous systems, Customer Stories, Manufacturing, Retail & CPG

How PepsiCo makes the perfect Cheetos with the help of Autonomous Systems

Autonomous systems, Customer Stories, Manufacturing, Retail & CPG 2020-12-29 By Olivier Fontana
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Autonomous systems, Blog, Energy, Manufacturing, Retail & CPG

Understanding Autonomous Systems video series

Autonomous systems, Blog, Energy, Manufacturing, Retail & CPG 2020-12-11 By Olivier Fontana
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predictive reliability benefits illustration
Blog, Energy, Manufacturing

How to build a foundation for predictive reliability

Predictive reliability is an often sought after but challenging use case in data science. The idea of avoiding failures by monitoring the health of a system and applying advanced algorithms…

Blog, Energy, Manufacturing 2020-11-05 By Zach Perkel
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Predictive maintenance challenges
Customer Stories, Manufacturing

Multi-National glass manufacturer: Predictive maintenance for manufacturing equipment

Challenge The glass manufacturing company dealt with equipment failure problems that resulted in unexpected costs in the production process. They had to face high machine downtimes and low production availability,…

Customer Stories, Manufacturing 2020-05-09 By Neal Analytics
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Hightech illustration
Customer Stories, Manufacturing, Technology

High tech aerospace manufacturer: Data infrastructure creation and pipeline automation

  Challenge A major manufacturer in the high-tech aerospace industry had developed a strong, lightweight carbon fiber-based airplane coating designed to protect planes from UV rays, lightning strikes, and even…

Customer Stories, Manufacturing, Technology 2020-05-09 By Neal Analytics
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executive deck slide example
Customer Stories, Manufacturing

Automotive part manufacturer: Quality prediction and driver analysis for aluminum castings

  Challenge The manufacturer has a population of parts which pass a final inspection but are actually defective The defective parts are used to build cars, which results in costly…

Customer Stories, Manufacturing 2020-05-09 By Neal Analytics
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Craft brewery challenges
Customer Stories, Manufacturing

Market leading craft brewery: Scenario identification and prioritization

Challenge Brewery Management wanted to leverage analytics but was unsure where to begin Several potential use cases existed, but the brewery was challenged on how to proceed Management was interested…

Customer Stories, Manufacturing 2020-05-08 By Neal Analytics
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photo person looking at chart on laptop
Customer Stories, Manufacturing, Technology

High tech manufacturer: Setup of EDW

Challenge High tech manufacturers had an on-going project to develop and deploy a large EDW with accompanying ETL processes in Azure. This project was failing because of an incompetent incumbent…

Customer Stories, Manufacturing, Technology 2020-05-08 By Neal Analytics
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Azure AI/ML, Blog, Energy, Manufacturing

The importance of predictive maintenance

Work stoppages cost companies money. It’s no secret, no great mystery. The longer the stoppage and the bigger the company, the greater the revenue loss and operating cost respectively. Fortunately,…

Azure AI/ML, Blog, Energy, Manufacturing 2020-03-18 By David Brown
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