--- title: Its about time (3) description: Sharing insights, best practices, and advancements in the field of artificial intelligence and time series analytics. (3) image: https://info.falkonry.com/hubfs/blog.png --- [Skip to content](https://info.falkonry.com/page/3#main-content) ![Falkonry Logo](https://info.falkonry.com/hs-fs/hubfs/Falkonry%20Logo/logo_falkonry_pardot_email.png?width=130&height=60&name=logo_falkonry_pardot_email.png) Open main navigation Close main navigation - [Home](https://falkonry.com) - [Product](https://falkonry.com/tsi/product) - [Use Cases](https://falkonry.com/industries) - [Resources](https://www.falkonry.com/resources/papers) - [Documentation](https://docs.falkonry.ai/) # It's About Time A hub for professionals seeking to extract actionable intelligence from complex operational data [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Insights-into-Steel-Industrial-Transformation-with-Crick-Waters-Test.png)](https://info.falkonry.com/blog/insights-into-steel-industrial-transformation-with-crick-waters) ## [Insights into Steel Industrial Transformation with Crick Waters](https://info.falkonry.com/blog/insights-into-steel-industrial-transformation-with-crick-waters) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 In today’s competitive landscape riddled with demand shocks, preventing the loss of production hours... [Read more](https://info.falkonry.com/blog/insights-into-steel-industrial-transformation-with-crick-waters) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Gordian-knot.png)](https://info.falkonry.com/blog/historical-data-the-gordian-knot-of-machine-learning) ## [Historical Data: The Gordian Knot of Machine Learning](https://info.falkonry.com/blog/historical-data-the-gordian-knot-of-machine-learning) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 26, 2025 The promise of machine learning is simple: Take some operational data, add some ground truth data (l... [Read more](https://info.falkonry.com/blog/historical-data-the-gordian-knot-of-machine-learning) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/known-unknown-quad.png)](https://info.falkonry.com/blog/falkonry-on-intelligence-discovering-new-patterns-in-the-noise) ## [Falkonry on Intelligence – Discovering New Patterns in the Noise](https://info.falkonry.com/blog/falkonry-on-intelligence-discovering-new-patterns-in-the-noise) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 26, 2025 What do industrial ovens and ballistic missiles have in common? [Read more](https://info.falkonry.com/blog/falkonry-on-intelligence-discovering-new-patterns-in-the-noise) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/An-Inventory-of-Needles-06.png)](https://info.falkonry.com/blog/an-inventory-of-needles) ## [An Inventory of Needles](https://info.falkonry.com/blog/an-inventory-of-needles) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 Finding a needle in a haystack requires that you know what the needle looks like. In many areas of l... [Read more](https://info.falkonry.com/blog/an-inventory-of-needles) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/intelligence-first-path.png)](https://info.falkonry.com/blog/the-intelligence-first-path-to-predictive-operations) ## [The Intelligence-First Path to Smart Operations](https://info.falkonry.com/blog/the-intelligence-first-path-to-predictive-operations) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 26, 2025 Accumulating data, on its own, does not create value: database-first approaches to achieving operati... [Read more](https://info.falkonry.com/blog/the-intelligence-first-path-to-predictive-operations) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/How-Intelligence-First-Leads-to-Faster-Learning-1-1.png)](https://info.falkonry.com/blog/how-intelligence-first-leads-to-faster-learning-and-cost-effective-scaling) ## [How Intelligence-First Leads to Faster Learning and Cost-Effective Scaling](https://info.falkonry.com/blog/how-intelligence-first-leads-to-faster-learning-and-cost-effective-scaling) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 The learning machine People are natural learners. A curious 4-month old baby learns that a toy will ... [Read more](https://info.falkonry.com/blog/how-intelligence-first-leads-to-faster-learning-and-cost-effective-scaling) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/strip-break-classification-featured-image-jpg.jpg)](https://info.falkonry.com/blog/automating-strip-break-classification-in-a-cold-rolling-steel-mill-using-machine-learning) ## [Automating strip break classification in a cold rolling steel mill using machine learning](https://info.falkonry.com/blog/automating-strip-break-classification-in-a-cold-rolling-steel-mill-using-machine-learning) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 Introduction Cold rolling of sheet steel is one of the most common steel manufacturing processes in ... [Read more](https://info.falkonry.com/blog/automating-strip-break-classification-in-a-cold-rolling-steel-mill-using-machine-learning) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/tangledwires.png)](https://info.falkonry.com/blog/data-surprises-in-production-applications-of-operational-ai) ## [Data surprises in production applications of Operational AI](https://info.falkonry.com/blog/data-surprises-in-production-applications-of-operational-ai) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 26, 2025 “Garbage in, garbage out” says that the quality of the output is only as good as the quality of the ... [Read more](https://info.falkonry.com/blog/data-surprises-in-production-applications-of-operational-ai) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/blog-size-01.png)](https://info.falkonry.com/blog/the-shifting-sands-of-maintenance-surprises) ## [The Shifting Sands of Maintenance Surprises](https://info.falkonry.com/blog/the-shifting-sands-of-maintenance-surprises) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 The main challenge facing manufacturing today is talent shortage. And yet the demands on manufacturi... [Read more](https://info.falkonry.com/blog/the-shifting-sands-of-maintenance-surprises) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/img-Do-Or-do-not-There-is-no-PoC-Falkonry.png)](https://info.falkonry.com/blog/do-or-do-not-there-is-no-poc) ## [Do. Or do not. There is no POC](https://info.falkonry.com/blog/do-or-do-not-there-is-no-poc) [falkonry](https://info.falkonry.com/author/falkonry) June 26, 2025 [Read more](https://info.falkonry.com/blog/do-or-do-not-there-is-no-poc) [First](https://info.falkonry.com/) [Prev](https://info.falkonry.com/page/2) [1](https://info.falkonry.com/) [2](https://info.falkonry.com/page/2) [3](https://info.falkonry.com/page/3) [4](https://info.falkonry.com/page/4) [5](https://info.falkonry.com/page/5) [Next](https://info.falkonry.com/page/4) [Last](https://info.falkonry.com/page/5) ### Subscribe Here! ## Explore and understand time series data with AI and streaming analytics Deal with skills and expert shortages, complex IT technologies and their risks, and support mission-critical operations Learn more Copyright © 2026, Falkonry Inc.