--- title: Its about time | Nikunj Mehta description: Sharing insights, best practices, and advancements in the field of artificial intelligence and time series analytics. image: https://info.falkonry.com/hubfs/blog.png --- [Skip to content](https://info.falkonry.com/author/nikunj-mehta#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/predictive-operational-excellence-blog2.png)](https://info.falkonry.com/blog/how-do-patterns-enable-predictive-production-operations-ppo) ## [How do patterns enable AI-based Operational Excellence](https://info.falkonry.com/blog/how-do-patterns-enable-predictive-production-operations-ppo) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 30, 2025 Falkonry time series AI is aimed at enabling operations teams to find and identify the issues which ... [Read more](https://info.falkonry.com/blog/how-do-patterns-enable-predictive-production-operations-ppo) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Rethinking-operational.png)](https://info.falkonry.com/blog/rethinking-time-series-ai) ## [Rethinking Time Series AI](https://info.falkonry.com/blog/rethinking-time-series-ai) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 30, 2025 It is a well-accepted premise that operational data contains patterns – evidence of system behaviors... [Read more](https://info.falkonry.com/blog/rethinking-time-series-ai) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/The-secret-to-making-smart-manufacturing-easy-is-a-scalable-method.png)](https://info.falkonry.com/blog/quantifying-the-impact-of-anomaly-detection) ## [Quantifying the Impact of Anomaly Detection](https://info.falkonry.com/blog/quantifying-the-impact-of-anomaly-detection) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 There’s a great deal of excitement about anomaly detection as the most effective path to achieving S... [Read more](https://info.falkonry.com/blog/quantifying-the-impact-of-anomaly-detection) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/TThe-future-of-predictive-maintenance-in-manufacturing.png)](https://info.falkonry.com/blog/why-predictive-maintenance-in-manufacturing-is-at-a-crossroads) ## [Why Predictive Maintenance in Manufacturing is at a Crossroads](https://info.falkonry.com/blog/why-predictive-maintenance-in-manufacturing-is-at-a-crossroads) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 Predictive maintenance in manufacturing has gained significant traction in the equipment business an... [Read more](https://info.falkonry.com/blog/why-predictive-maintenance-in-manufacturing-is-at-a-crossroads) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Discovery-and-Monitoring-Collage-scaled.jpg)](https://info.falkonry.com/blog/discovery-and-monitoring-the-pbj-of-operational-ai) ## [Discovery and Monitoring – The PB&J of time series AI](https://info.falkonry.com/blog/discovery-and-monitoring-the-pbj-of-operational-ai) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 Peanut butter and jelly, Fred Astaire and Ginger Rogers, Bert and Ernie. Like all famous pairs, dist... [Read more](https://info.falkonry.com/blog/discovery-and-monitoring-the-pbj-of-operational-ai) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Anomaly-detection-01-2.png)](https://info.falkonry.com/blog/leveraging-anomaly-detection-for-operational-improvement) ## [Leveraging Anomaly Detection For Operational Improvement](https://info.falkonry.com/blog/leveraging-anomaly-detection-for-operational-improvement) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 It is generally known that there are operational anomalies and some of them lead to production probl... [Read more](https://info.falkonry.com/blog/leveraging-anomaly-detection-for-operational-improvement) [![](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/Rapid-Flexible-Modeling-with-Falkonry.png)](https://info.falkonry.com/blog/rapid-flexible-analysis-of-operational-data-with-falkonry-time-series-ai) ## [Rapid, Flexible Analysis with Falkonry time series AI](https://info.falkonry.com/blog/rapid-flexible-analysis-of-operational-data-with-falkonry-time-series-ai) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 How you look at something determines what you see. [Read more](https://info.falkonry.com/blog/rapid-flexible-analysis-of-operational-data-with-falkonry-time-series-ai) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Myths-of-Maintenance-Data-Canva-Pro-Image.png)](https://info.falkonry.com/blog/myths-of-maintenance-data) ## [4 Myths of Maintenance Data](https://info.falkonry.com/blog/myths-of-maintenance-data) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 Many in manufacturing assume that there is a relationship between their maintenance data and their m... [Read more](https://info.falkonry.com/blog/myths-of-maintenance-data) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Interview-with-Ian-Hersey-DoD%E2%80%99s-push-for-digitalization-and-CBM-05.jpg)](https://info.falkonry.com/blog/interview-with-ian-hersey-dods-push-for-digitalization-and-cbm) ## [Interview with Ian Hersey: DoD’s push for digitalization and CBM+](https://info.falkonry.com/blog/interview-with-ian-hersey-dods-push-for-digitalization-and-cbm) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 Q: What is a big trend in DoD acquisitions, especially for software? 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