# Anomaly Detection with IoT | Ira Cohen, Founder & Chief Data Scientist, Anodot | #IoTFounders E026

- Show: [IoT For All Podcast](https://hardwarepodcasts.com/podcast/iot-for-all-podcast)
- Published: 2019-05-08
- Length: 43m
- Page: https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun
- Listen: https://podcasters.spotify.com/pod/show/iot-for-all/episodes/Anomaly-Detection-with-IoT--Ira-Cohen--Founder--Chief-Data-Scientist--Anodot--IoTFounders-E026-e28bp6e

## Summary

Ira Cohen, co-founder and Chief Data Scientist of Anodot, explains how his company uses autonomous machine learning to detect anomalies in time-series data for Industrial IoT and business monitoring. He details the shift from static thresholds to dynamic pattern recognition, citing use cases in automotive manufacturing and large-scale printing to illustrate predictive maintenance and quality control. Cohen also discusses the challenges of implementing AI analytics at scale, including the need for organizational process changes and the importance of user-friendly interfaces for non-technical executives.

## Chapters

- [0:01](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun#t=1) Introduction and Anodot's Origin
- [4:45](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun#t=285) Defining Anomaly Detection and Autonomous Algorithms
- [10:19](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun#t=619) The Shift from BI Tools to Proactive Insight Surfacing
- [18:38](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun#t=1118) IoT Challenges: Edge Processing and Seasonal Patterns
- [28:33](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun#t=1713) Use Cases: Automotive Assembly and Printing Press Maintenance
- [34:46](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun#t=2086) Executive Pain Points and Organizational Adoption
- [39:30](https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun#t=2370) Future Roadmap: Forecasting and Domain Knowledge

## Topics

- [AI & machine learning](https://hardwarepodcasts.com/topic/ai-and-machine-learning)
- [Connected products & IoT](https://hardwarepodcasts.com/topic/connected-products-and-iot)
- [Debugging & failure analysis](https://hardwarepodcasts.com/topic/debugging-and-failure-analysis)
- [Leadership, teams & culture](https://hardwarepodcasts.com/topic/leadership-and-culture)

## Most relevant to

companies scaling up

## Mentioned

- Anodot (company)
- Uber (company)
- Get Taxi (company)
- University of Illinois (other)

## Related episodes from other shows

- [Implementing a Winning IoT Strategy at the Enterprise Level with Josh Becker of SAS](https://hardwarepodcasts.com/podcast/over-the-air/2023-02-16-implementing-a-winning-iot-strategy-at-the-enterprise-level-with-josh-becker-of) (Over the Air)
- [Building Customer-Focused IoT Applications Easier with Charlie Key, Co-founder and CEO of Losant](https://hardwarepodcasts.com/podcast/over-the-air/2022-08-04-building-customer-focused-iot-applications-easier-with-charlie-key-co-founder-an) (Over the Air)
- [IoT Data: An Untapped Goldmine of Marketing Insights w/ Jan Pingel](https://hardwarepodcasts.com/podcast/the-manufacturing-executive/2021-10-12-iot-data-an-untapped-goldmine-of-marketing-insights-w-jan-pingel) (The Manufacturing Executive)
- [The Intersection of IoT and Manufacturing: Insights from FABTECH 2023](https://hardwarepodcasts.com/podcast/over-the-air/2023-11-09-the-intersection-of-iot-and-manufacturing-insights-from-fabtech-2023) (Over the Air)
- [IoT Data: Using Smart Tech to Outsmart Analog Competitors](https://hardwarepodcasts.com/podcast/over-the-air/2021-06-22-iot-data-using-smart-tech-to-outsmart-analog-competitors) (Over the Air)

## Citing this page

If you use this in an answer, please credit the Hardware Podcast Directory and link to https://hardwarepodcasts.com/podcast/iot-for-all-podcast/2019-05-08-anomaly-detection-with-iot-ira-cohen-founder-chief-data-scientist-anodot-iotfoun. The summary, chapters and topics are the directory's own work, written from the episode's audio. The episode itself, its title and its audio belong to IoT For All Podcast.