• About
  • Subscribe
  • Contact
Saturday, May 10, 2025
    Login
FutureIOT
  • Technology
    • Sensors and Instrumentation
    • Devices
    • Cloud and Platforms
    • Research and Development
    • Governance, Standards and Regulations
    • Application and Middleware
    • Security
    • Big Data and Analytics
    • AI and Machine Learning
  • Industry
    • Manufacturing
    • Transportation and Logistics
    • Retail and E-commerce
    • Banking and Financial Services
    • Government, Healthcare and Education
    • Industrial
  • Application
    • Smart Cities
    • Future Workplace
    • Commercial
    • Smart Home
    • Customer Engagement
  • Resources
  • Podchats
  • Videos
  • Events
No Result
View All Result
  • Technology
    • Sensors and Instrumentation
    • Devices
    • Cloud and Platforms
    • Research and Development
    • Governance, Standards and Regulations
    • Application and Middleware
    • Security
    • Big Data and Analytics
    • AI and Machine Learning
  • Industry
    • Manufacturing
    • Transportation and Logistics
    • Retail and E-commerce
    • Banking and Financial Services
    • Government, Healthcare and Education
    • Industrial
  • Application
    • Smart Cities
    • Future Workplace
    • Commercial
    • Smart Home
    • Customer Engagement
  • Resources
  • Podchats
  • Videos
  • Events
No Result
View All Result
FutureIOT
No Result
View All Result
Home Technology AI and Machine Learning

AI answers the need for explainability on the factory floor

FutureIoT Editors by FutureIoT Editors
January 12, 2024
Photo by energepic.com: https://www.pexels.com/photo/person-pointing-on-the-screen-of-a-laptop-313691/

Photo by energepic.com: https://www.pexels.com/photo/person-pointing-on-the-screen-of-a-laptop-313691/

Machine vision (MV) solutions for quality control in manufacturing are becoming ever more essential for manufacturers due to increased regulatory requirements, new manufacturing techniques, and crippling labour shortages.

ABI Research says the market is facing a period of significant evolution due to the growing presence of Artificial Intelligence (AI) solutions acting as an enabling technology, which will fuel growth in the quality control machine vision market to reach US$7.2 billion by 2028, up from US$2.3 billion in 2023.

“AI is accelerating and improving the efficiency of the MV market. It increases inspection speeds and enables the movement of quality upstream, and AI systems are more adaptable than traditional software,” explains James Prestwood, industrial and manufacturing industry analyst at ABI Research.

“Although many AI solutions can easily integrate with existing MV hardware and software, making it a low-hanging fruit for manufacturers to leverage, its lack of explainability can be challenging. Without this functionality, AI could struggle to make traction in high-regulation markets.” James Prestwood

“While some AI vendors are making great strides to support their software with explainability functionality, such as Neurala, it is not a standard feature on all solutions yet,” said Prestwood. 

The MV ecosystem comprises a wide range of vendors, with many specializing in providing best-of-breed components, such as Neurala, Intel, Google, Landing AI, Instrumental for AI, and Sony, Teledyne, and Nikon for cameras. Other vendors focus on providing robust end-to-end MV solutions, including Aqrose Technology, Cognex, Basler, Keyence, SICK, Omron, and Elementary Robotics.

“For most manufacturers, budget and build complexity will be the defining factor for choosing off-the-shelf solutions and build-your-own with best-of-breed component deployments. Smaller manufacturers will likely find the greatest use for off-the-shelf solutions due to their lower cost and simpler requirements,” Prestwood concludes.

Related:  5G RAN investments nearing end
Tags: ABI ResearchArtificial Intelligence
FutureIoT Editors

FutureIoT Editors

No Result
View All Result

Recent Posts

  • Standardisation and tech are keys to unlocking growth in Asia's supply chains
  • AI to fuel the rise of zero touch networks
  • Surge in ambient IoT to pave the way for sustainable tech
  • Imbibing AI skills into Singapore’s future workforce today
  • Asia Pacific's AI ambitions hinge on next-generation networks

Categories

  • Agriculture
  • AI and Machine Learning
  • Application
  • Application and Middleware
  • Automotive
  • Banking and Financial Services
  • Big Data and Analytics
  • Blockchain
  • Case Studies
  • Change Healthcare
  • CHRO
  • Cloud and Platforms
  • Commercial
  • Construction
  • Consumer
  • Customer Engagement
  • Devices
  • ESG
  • Future Workplace
  • FutureCOO
  • Governance, Standards and Regulations
  • Government, Healthcare and Education
  • Hospitality and Tourism
  • Industrial
  • Industry
  • IT-OT integration
  • Manufacturing
  • Networking
  • Operations
  • Research and Development
  • Retail and E-commerce
  • Security
  • Sensors and Instrumentation
  • Smart Cities
  • smart contracts
  • Smart Home
  • Start-ups
  • Supply chain
  • Technology
  • Telecommunications
  • TIBCO
  • Transportation and Logistics
  • Videos
  • Whitepapers

About FutureIoT

Asia’s ONLY dedicated IoT publication

The race to harness the power of Internet of Things (IoT) is here. FutureIoT is dedicated to individuals, as well as public and private organizations looking to tap the potential of IoT to transform the way we live, work and do business. FutureIoT is the dedicated media that provides the single source of truth about IoT, the technology, its application and regulation, originating from Asia. << Read more >>

Quick Links

  • Subscribe
  • Contact
  • Privacy Policy
  • Cookie Policy
  • Terms of Use

Categories

Recent News

Standardisation and tech are keys to unlocking growth in Asia's supply chains

Standardisation and tech are keys to unlocking growth in Asia's supply chains

May 9, 2025
Photo by Polina Tankilevitch: https://www.pexels.com/photo/hand-of-a-woman-showing-palm-with-a-word-no-4830656/

AI to fuel the rise of zero touch networks

May 8, 2025
  • Privacy Policy
  • Terms of Use
  • Cookie Policy

Copyright © 2022 Cxociety Pte Ltd | Designed by Pixl

Login to your account below

or

Not a member yet? Register here

Forgotten Password?

Fill the forms bellow to register

All fields are required. Log In

Retrieve your password

Please enter your username or email address to reset your password.

Log In
No Result
View All Result
  • Technology
    • Sensors and Instrumentation
    • Devices
    • Cloud and Platforms
    • Research and Development
    • Governance, Standards and Regulations
    • Application and Middleware
    • Security
    • Big Data and Analytics
    • AI and Machine Learning
  • Industry
    • Manufacturing
    • Transportation and Logistics
    • Retail and E-commerce
    • Banking and Financial Services
    • Government, Healthcare and Education
    • Industrial
  • Application
    • Smart Cities
    • Future Workplace
    • Commercial
    • Smart Home
    • Customer Engagement
  • Resources
  • Podchats
  • Videos
  • Events
Login

Copyright © 2022 Cxociety Pte Ltd | Designed by Pixl

Subscribe