---
title: Operational Machine Learning Use Cases • Generis
description: Falkonry is a leading provider of operational machine learning for industrial companies who are looking to achieve significant improvements in the throughput, quality and yield of their operations. Their ready-to-use machine learning system, Falkonry LRS, enables operations teams to discover patterns hidden in their existing operations data. It also helps apply predictive analytics and receive actionable insights, all without requiring data scientists.
image: https://blog.generisgp.com/hubfs/Imported_Blog_Media/Capture-3-e1536602491304.png
---

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# Operational Machine Learning Use Cases

- September 12, 2018

[Generis](https://blog.generisgp.com/blog/author/generis)

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[Falkonry](https://falkonry.com/) is a leading provider of operational machine learning for industrial companies that are looking to achieve significant improvements in the throughput, quality and yield of their operations. Their ready-to-use machine learning system, Falkonry LRS, enables operations teams to discover patterns hidden in their existing operations data. It also helps apply predictive analytics and receive actionable insights, all without requiring data scientists.

**What are the benefits of operational machine learning?**

Operational machine learning leverages underutilized operations data and provides insights that can significantly improve uptime, quality, performance, or safety, resulting in:

- 20-50% reduction in maintenance planning time
- 15-25% increase in equipment uptime availability
- 10-15% improvement in product quality

###### Use Cases Across Industries

- Oil & Gas Operations
- Mining & Metals Production
- Power & Energy Operations
- Chemical Manufacturing
- Semiconductor Manufacturing
- Automotive Manufacturing

*Click through below to access the full e-book and read more on the use cases for operational machine learning:*

[![](https://blog.generisgp.com/hubfs/Imported_Blog_Media/Use_Cases_eBook___Pardot-pdf-300x169.jpg)](https://generisgp.com/wp-content/uploads/2018/09/Use_Cases_eBook___Pardot.pdf)

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