--- title: Its about time 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/all#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/Operational-AI-can-differentiate-between-earthquakes-and-underground-explosions-2.jpg)](https://info.falkonry.com/blog/use-operational-ai-to-differentiate-between-earthquakes-and-underground-explosions) ## [Use AI to differentiate between earthquakes and underground explosions](https://info.falkonry.com/blog/use-operational-ai-to-differentiate-between-earthquakes-and-underground-explosions) [Ian Hersey](https://info.falkonry.com/author/ian-hersey) August 13, 2025 Seismology is one of several fields that plays a role in monitoring the Comprehensive Test Ban Treat... [Read more](https://info.falkonry.com/blog/use-operational-ai-to-differentiate-between-earthquakes-and-underground-explosions) [![](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/Azure-Connectivity-Architecture.png)](https://info.falkonry.com/blog/integrating-falkonry-with-azure-iot) ## [Integrating Falkonry with Azure IoT](https://info.falkonry.com/blog/integrating-falkonry-with-azure-iot) [Sujith Kolaorath](https://info.falkonry.com/author/sujith-kolaorath) June 30, 2025 The Industry 4.0 model of manufacturing extracts greater efficiencies from plant operations by infus... [Read more](https://info.falkonry.com/blog/integrating-falkonry-with-azure-iot) [![](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/Falkonry-interview.jpg)](https://info.falkonry.com/blog/interview-with-falkonry-founder-and-ceo-dr-nikunj-mehta) ## [Interview with Falkonry Founder and CEO, Dr. Nikunj Mehta](https://info.falkonry.com/blog/interview-with-falkonry-founder-and-ceo-dr-nikunj-mehta) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 30, 2025 To discuss cybersecurity, AI adoption, data analysis and Falkonry’s future roadmap, Founder and CEO,... [Read more](https://info.falkonry.com/blog/interview-with-falkonry-founder-and-ceo-dr-nikunj-mehta) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Introducing-Falkonry-Rules.png)](https://info.falkonry.com/blog/enable-condition-based-actions-with-falkonry-rules) ## [Enable Condition-Based Actions with Flexible Rules](https://info.falkonry.com/blog/enable-condition-based-actions-with-falkonry-rules) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 30, 2025 In industrial operations, one of the most common challenges has been translating data and analytics ... [Read more](https://info.falkonry.com/blog/enable-condition-based-actions-with-falkonry-rules) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Perfect-anomaly-detection-now-a-reality.jpg)](https://info.falkonry.com/blog/perfect-automated-anomaly-detection) ## [A perfect automated anomaly detector](https://info.falkonry.com/blog/perfect-automated-anomaly-detection) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 30, 2025 Ever since machinery and production processes became complex, we have been on a quest to accurately ... [Read more](https://info.falkonry.com/blog/perfect-automated-anomaly-detection) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/right-PF-fig5.png)](https://info.falkonry.com/blog/finding-the-right-p-f-interval-with-operational-data-patterns) ## [Finding the “right” P-F interval with operational data patterns](https://info.falkonry.com/blog/finding-the-right-p-f-interval-with-operational-data-patterns) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 30, 2025 The P-F curve works not just to describe how equipment health evolves over time but also to express ... [Read more](https://info.falkonry.com/blog/finding-the-right-p-f-interval-with-operational-data-patterns) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Making-Command-and-Control-Systems-Stronger-One-Piece-at-a-Time.png)](https://info.falkonry.com/blog/making-command-and-control-systems-stronger-one-piece-at-a-time) ## [Making Command and Control Systems Stronger, One Piece at a Time](https://info.falkonry.com/blog/making-command-and-control-systems-stronger-one-piece-at-a-time) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 30, 2025 Picture a world in which no two hardware stores stock the same type of connectors. Where no two manu... [Read more](https://info.falkonry.com/blog/making-command-and-control-systems-stronger-one-piece-at-a-time) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Unified-smart-architecture-AI-Cloud_-Storyboard.png)](https://info.falkonry.com/blog/generate-ai-results-with-falkonry-ai-cloud-and-litmus-uns) ## [Generate AI results with Falkonry AI Cloud and Litmus UNS](https://info.falkonry.com/blog/generate-ai-results-with-falkonry-ai-cloud-and-litmus-uns) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 [Read more](https://info.falkonry.com/blog/generate-ai-results-with-falkonry-ai-cloud-and-litmus-uns) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Where-is-%E2%80%9CThe-Edge%E2%80%9D-and-why-does-it-matter-graphics_grey-1.png)](https://info.falkonry.com/blog/where-is-the-edge-and-why-does-it-matter) ## [Where is “The Edge” and why does it matter?](https://info.falkonry.com/blog/where-is-the-edge-and-why-does-it-matter) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 The Edge is not a place – It is an optimization problem. Edge computing is about doing the right thi... [Read more](https://info.falkonry.com/blog/where-is-the-edge-and-why-does-it-matter) [![](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/GPT-Patent.png)](https://info.falkonry.com/blog/falkonry-patents-time-series-gpt) ## [Falkonry patents Time series GPT](https://info.falkonry.com/blog/falkonry-patents-time-series-gpt) [Sujith Kolaorath](https://info.falkonry.com/author/sujith-kolaorath) June 26, 2025 Falkonry has won allowance of its time series deep learning patent application focusing on the use o... [Read more](https://info.falkonry.com/blog/falkonry-patents-time-series-gpt) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/linkedin-size-04.png)](https://info.falkonry.com/blog/go-after-tuna-not-the-whale) ## [Go after Tuna, not the Whale](https://info.falkonry.com/blog/go-after-tuna-not-the-whale) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 Manufacturing companies on the path to industrial transformation get stuck with point solutions even... [Read more](https://info.falkonry.com/blog/go-after-tuna-not-the-whale) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/UNS-Image-1.png)](https://info.falkonry.com/blog/unified-smart-manufacturing-architecture) ## [Unified Smart Manufacturing Architecture](https://info.falkonry.com/blog/unified-smart-manufacturing-architecture) [Sujith Kolaorath](https://info.falkonry.com/author/sujith-kolaorath) June 26, 2025 Industrial organizations are seeking to exploit insights from all of their different operational dat... [Read more](https://info.falkonry.com/blog/unified-smart-manufacturing-architecture) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Data-Analytics-Ready-for-Success.png)](https://info.falkonry.com/blog/data-analytics-ready-for-success) ## [Data Analytics: Ready for Success](https://info.falkonry.com/blog/data-analytics-ready-for-success) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 26, 2025 In the last 18 years, the scope and variety of projects I have seen is wide, ranging from pumps and ... [Read more](https://info.falkonry.com/blog/data-analytics-ready-for-success) [![](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/AI-GPUs-Edge-Computing-and-Modelling-01-jp.jpg)](https://info.falkonry.com/blog/how-deep-learning-model-management-with-gpus-makes-industrial-automation-ai-real) ## [How deep learning model management with GPUs makes industrial automation AI real](https://info.falkonry.com/blog/how-deep-learning-model-management-with-gpus-makes-industrial-automation-ai-real) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 Ever since researchers found that the matrix processing capabilities of GPUs could be used for workl... [Read more](https://info.falkonry.com/blog/how-deep-learning-model-management-with-gpus-makes-industrial-automation-ai-real) [![](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/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) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Falkonry-and-iba-featured-image-1.png)](https://info.falkonry.com/blog/accelerated-ai-activation-with-the-seamless-integration-of-iba-and-falkonry) ## [Accelerated AI Activation: The Seamless Integration of iba and Falkonry](https://info.falkonry.com/blog/accelerated-ai-activation-with-the-seamless-integration-of-iba-and-falkonry) [Phagun Baya](https://info.falkonry.com/author/phagun-baya) June 26, 2025 A significant hurdle in industrial AI deployment has long been the complex IT groundwork required to... [Read more](https://info.falkonry.com/blog/accelerated-ai-activation-with-the-seamless-integration-of-iba-and-falkonry) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/CartBeforeTheHorse.png)](https://info.falkonry.com/blog/database-first-vs-intelligence-first-the-cart-before-the-horse) ## [Database-First vs Intelligence-First: The Cart Before the Horse](https://info.falkonry.com/blog/database-first-vs-intelligence-first-the-cart-before-the-horse) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 26, 2025 As we have deployed Falkonry, we have seen a very common approach to pursuing operational excellence... [Read more](https://info.falkonry.com/blog/database-first-vs-intelligence-first-the-cart-before-the-horse) [![](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/what-is-a-pattern-and-why-does-it-matter-for-predictive-operations.png)](https://info.falkonry.com/blog/what-is-pattern-why-does-it-matter-for-predictive-operations) ## [What is a pattern and why does it matter for AI-enabled operational excellence?](https://info.falkonry.com/blog/what-is-pattern-why-does-it-matter-for-predictive-operations) [Chris Lee](https://info.falkonry.com/author/chris-lee) June 26, 2025 Pattern \[pa-tərn\]: a reliable sample of traits, acts, tendencies, or other observable characteristic... [Read more](https://info.falkonry.com/blog/what-is-pattern-why-does-it-matter-for-predictive-operations) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Building-a-Solid-Analytics-Foundation-03-1.png)](https://info.falkonry.com/blog/building-a-solid-analytics-foundation) ## [Building a Solid Analytics Foundation](https://info.falkonry.com/blog/building-a-solid-analytics-foundation) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 In an earlier blog post, we wrote about building foundations on which predictive analytic capabiliti... [Read more](https://info.falkonry.com/blog/building-a-solid-analytics-foundation) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Day-in-the-life-of-a-defense-analyst.jpg)](https://info.falkonry.com/blog/a-day-in-the-life-of-a-defense-analyst-utilizing-time-series-ai) ## [A day in the life of a defense analyst utilizing time series AI](https://info.falkonry.com/blog/a-day-in-the-life-of-a-defense-analyst-utilizing-time-series-ai) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 In recent years, Artificial intelligence (AI) has gained greater acceptance in the military domain. ... [Read more](https://info.falkonry.com/blog/a-day-in-the-life-of-a-defense-analyst-utilizing-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? [Read more](https://info.falkonry.com/blog/interview-with-ian-hersey-dods-push-for-digitalization-and-cbm) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/apple-tree-02-02-1.png)](https://info.falkonry.com/blog/why-anomaly-detection-is-the-low-hanging-fruit-of-ai) ## [Anomaly Detection: The low-hanging fruit of AI](https://info.falkonry.com/blog/why-anomaly-detection-is-the-low-hanging-fruit-of-ai) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 During the course of our conversations with organizations looking to transform their operations usin... [Read more](https://info.falkonry.com/blog/why-anomaly-detection-is-the-low-hanging-fruit-of-ai) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/examples-scaled.jpg)](https://info.falkonry.com/blog/machine-learning-the-natural-form-for-capturing-tacit-knowledge) ## [Machine Learning: The Natural Form for Capturing Tacit Knowledge?](https://info.falkonry.com/blog/machine-learning-the-natural-form-for-capturing-tacit-knowledge) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 Skilled technicians possess an amazing amount of useful knowledge. This is why aging of the workforc... [Read more](https://info.falkonry.com/blog/machine-learning-the-natural-form-for-capturing-tacit-knowledge) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Achieving-high-analytics-coverage-and-effectiveness-with-AI-based-anomaly-detection.png)](https://info.falkonry.com/blog/advance-your-knowledge-horizon-with-ai-based-anomaly-detection) ## [Advance your knowledge horizon with AI-based anomaly detection](https://info.falkonry.com/blog/advance-your-knowledge-horizon-with-ai-based-anomaly-detection) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 Industrial organizations are challenged with increasing complexity at the same time as they face acu... [Read more](https://info.falkonry.com/blog/advance-your-knowledge-horizon-with-ai-based-anomaly-detection) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Blog-smart-pyramid-roadmap-visual-1.png)](https://info.falkonry.com/blog/falkonry-smart-pyramid-framework-for-advancing-manufacturing-excellence) ## [Falkonry’s Smart Pyramid Framework For Advancing Manufacturing Excellence](https://info.falkonry.com/blog/falkonry-smart-pyramid-framework-for-advancing-manufacturing-excellence) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 In today’s complex manufacturing landscape, scaling advanced analytics across the organization to en... [Read more](https://info.falkonry.com/blog/falkonry-smart-pyramid-framework-for-advancing-manufacturing-excellence) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/One-software-version-multiple-deployment-targets_-SaaS-private-cloud-and-airgap-e1591250851341.png)](https://info.falkonry.com/blog/one-software-version-multiple-deployment-targets-saas-private-cloud-and-airgap) ## [One Software Version for SaaS, Private Cloud, and Airgap Deployments](https://info.falkonry.com/blog/one-software-version-multiple-deployment-targets-saas-private-cloud-and-airgap) [Phagun Baya](https://info.falkonry.com/author/phagun-baya) June 26, 2025 Consistently releasing high-quality software is the goal of every software company. Falkonry strives... [Read more](https://info.falkonry.com/blog/one-software-version-multiple-deployment-targets-saas-private-cloud-and-airgap) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/The-Importance-of-Working-in-the-Now.png)](https://info.falkonry.com/blog/the-importance-of-working-in-the-now) ## [The importance of working in the “now”](https://info.falkonry.com/blog/the-importance-of-working-in-the-now) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 When you’re swapping parts in a compressor for the 3rd time trying to get production restarted, you ... [Read more](https://info.falkonry.com/blog/the-importance-of-working-in-the-now) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/dan-05-1.png)](https://info.falkonry.com/blog/deep-dive-into-falkonrys-unique-tech-capabilities-with-cto-dan-kearns) ## [Deep dive into Falkonry’s unique tech capabilities with CTO Dan Kearns](https://info.falkonry.com/blog/deep-dive-into-falkonrys-unique-tech-capabilities-with-cto-dan-kearns) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 Machines and processes today generate large quantities of time series data – so much so that it is t... [Read more](https://info.falkonry.com/blog/deep-dive-into-falkonrys-unique-tech-capabilities-with-cto-dan-kearns) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Time-Series-Data-AI-Cloud.png)](https://info.falkonry.com/blog/time-series-data-ai-cloud) ## [Time Series Data + AI + Cloud](https://info.falkonry.com/blog/time-series-data-ai-cloud) [Nikunj Mehta](https://info.falkonry.com/author/nikunj-mehta) June 26, 2025 Water, water everywhere, not a drop to drink. We are really good at producing real-time data but we ... [Read more](https://info.falkonry.com/blog/time-series-data-ai-cloud) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Organizing-signals-in-falkonry.png)](https://info.falkonry.com/blog/organizing-signals-in-falkonry) ## [Organizing Signals in Falkonry](https://info.falkonry.com/blog/organizing-signals-in-falkonry) [Siddharth Parwatay](https://info.falkonry.com/author/siddharth-parwatay) June 26, 2025 The Data Challenge In today’s fast-paced and highly competitive industrial landscape, companies are ... [Read more](https://info.falkonry.com/blog/organizing-signals-in-falkonry) [![](https://info.falkonry.com/hubfs/Imported_Blog_Media/Assisting-Continued-Process-Verification-061.png)](https://info.falkonry.com/blog/assisting-continued-process-verification-with-ai) ## [Assisting Continued Process Verification with AI](https://info.falkonry.com/blog/assisting-continued-process-verification-with-ai) [Sujith Kolaorath](https://info.falkonry.com/author/sujith-kolaorath) August 12, 2021 The FDA’s guidance on process validation outlines a well accepted set of practices for ensuring that... [Read more](https://info.falkonry.com/blog/assisting-continued-process-verification-with-ai) ### 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.