Quality Magazine logo
search
cart
facebook twitter linkedin youtube
  • Sign In
  • Create Account
  • Sign Out
  • My Account
Quality Magazine logo
  • NEWS
  • PRODUCTS
    • FEATURED PRODUCTS
    • SUBMIT YOUR PRODUCT
  • CHANNELS
    • AUTOMATION
    • MANAGEMENT
    • MEASUREMENT
    • NDT
    • QUALITY 101
    • SOFTWARE
    • TEST & INSPECTION
    • VISION & SENSORS
  • MARKETS
    • AEROSPACE
    • AUTOMOTIVE
    • ENERGY
    • GREEN MANUFACTURING
    • MEDICAL
  • MEDIA
    • A WORD ON QUALITY PUZZLE
    • EBOOKS
    • PODCASTS
    • VIDEOS
    • WEBINARS
  • EVENTS
    • EVENT CALENDAR
    • IMTS
  • DIRECTORIES
    • BUYERS GUIDE >
      • Supplier Insights
    • NDT SOURCEBOOK
    • VISION & SENSORS
    • TAKE A TOUR
  • INFOCENTERS
    • Digital Quality Management Systems
    • NEXT GENERATION SPC & QUALITY ANALYTICS
  • AWARDS
    • ROOKIE OF THE YEAR
    • PLANT OF THE YEAR
    • PROFESSIONAL OF THE YEAR
  • MORE
    • Expert Columns
    • NEWSLETTERS
    • QUALITY STORE
    • INDUSTRY LINKS
    • SPONSOR INSIGHTS
  • EMAG
    • eMAGAZINE
    • ARCHIVES
    • CONTACT
    • ADVERTISE
  • SIGN UP!
SoftwareManagement

Software

Why Your Escalation Queue Is Getting Longer and What It Actually Means

The manufacturers making real progress here are layering AI tools onto the knowledge infrastructure they already have.

By Cooper Schorr
Business professionals reviewing analytics and performance data on a laptop and dashboard display during a team collaboration meeting.
Image credit: Harbucks / Getty Images (Creative #1313265074)
June 22, 2026
Experienced service techs may be able to identify a fault in roughly 10 minutes, while a junior technician might work through the same troubleshooting tree and spend two hours to reach the same answer.
KEYWORDS: Artificial Intelligence (AI) manufacturing metrology

Share This Story

Looking for a reprint of this article?
From high-res PDFs to custom plaques, order your copy today!

Cooper Schorr, Senior Director, North America, Octonomy.AI, where he works with manufacturers and service organizations on knowledge infrastructure and AI-assisted service operations. He focuses on how industrial companies can preserve institutional expertise and distribute it more effectively across their teams.

Recommended Content

JOIN TODAY
to unlock your recommendations.

Already have an account? Sign In

  • 2024 Quality Rookie of the Year Justin Wise 1440x750px banner with "Quality Rookie of the Year" logo inset

    Meet the 2024 Quality Rookie of the Year: Justin Wise

    Justin Wise is an exceptional individual who has been...
    Aerospace
    By: Michelle Bangert
  • Man with umbrella and coat stands outside while it rains at night looking at a building.

    Nondestructive Testing: Is there an ethics problem?

    I was a whistleblower who exposed fraudulent activities...
    NDT
    By: Dale Norwood
  • Unraveling Deflategate: Football stadium with closeup of football on field

    Unraveling the Tom Brady Deflategate

    The Deflategate scandal erupted following the 2014 AFC...
    Measurement
    By: Greg Cenker and Henry Zumbrun
Previous 1 2 Next
Manage My Account
  • eMagazine Subscriptions
  • Newsletters
  • Online Registration
  • Subscription Customer Service
  • Manage My Preferences

More Videos

Sponsored Content

Sponsored Content is a special paid section where industry companies provide high quality, objective, non-commercial content around topics of interest to the Quality audience. All Sponsored Content is supplied by the advertising company and any opinions expressed in this article are those of the author and not necessarily reflect the views of Quality or its parent company, BNP Media. Interested in participating in our Sponsored Content section? Contact your local rep!

close
  • Key Takeaways for Quality Leaders
    Sponsored byComplianceQuest

    Key Takeaways for Quality Leaders from the 2026 Gartner Magic Quadrant™ for QMS

  • This image shows a person seated next to a Bobcat T66 compact track loader.
    Sponsored byPolyWorks by InnovMetric

    Supercharging Digital Gauging at Bobcat North America

  • Dorsey Calibration Lab photo by Tom LaBarbera Picture this Studios
    Sponsored byDorsey Metrology International

    Ensuring Product Quality in a Competitive Manufacturing Landscape

Popular Stories

iStock-1352825159-jpg.jpg

U.S. Should Substantially Boost Support for Manufacturing USA Program, Issue National Industrial Manufacturing Strategy, Says New Report

a factory floor during what appears to be a training session or a daily briefing

The Root Cause of Defects We Rarely Name or Address

Dorsey Calibration Lab photo by Tom LaBarbera Picture this Studios

Ensuring Product Quality in a Competitive Manufacturing Landscape

2026 Quality Professional of the Year!

Events

June 22, 2026

Automate 2026

Automate is North America's largest robotics and automation event — and the best place to take your ideas from insight to impact.
 
Our show floor features the world’s leading automation solutions, from AI and robotics to motion control, vision systems, and more. Plus, our educational conference is second to none, led by the brightest minds in automation today.
 
Ready to transform the way you work? Take the next step at Automate.
July 14, 2026

Quality Leaders Forum: Better Communication, Better Quality Data

The Quality Leaders Forum is a quarterly, editor-moderated fireside chat series hosted by Quality Magazine, featuring candid conversations with senior manufacturing and operations executives shaping enterprise-level quality.

View All Submit An Event

Products

Lean Manufacturing and Service Fundamentals, Applications, and Case Studies

Lean Manufacturing and Service Fundamentals, Applications, and Case Studies

See More Products
Rookie of the Year Custom Content

Related Articles

  • The image displays a dictionary entry for the word "meaning", detailing its origin and definition

    What It Is — What It Isn’t

    See More
  • a digital twin in a manufacturing setting, specifically an automotive production line

    What a True Digital Twin Is—and What It Isn’t

    See More
  • QM0521-FT-Measurement-p1FT-digital_metrology-1170x878.jpg

    GD&T’s New Rule and What it means for Measurement

    See More

Related Products

See More Products
  • What Lean Means DVD

  • What Is BPM?

  • Getting Factory Automation Right (The First Time)

See More Products
×

Stay in the know with Quality’s comprehensive coverage of
the manufacturing and metrology industries.

Newsletters | Website | eMagazine

JOIN TODAY!
  • RESOURCES
    • Advertise
    • Contact Us
    • Directories
    • Manufacturing Division
    • Store
    • Want More
  • SIGN UP TODAY
    • Create Account
    • eMagazine
    • Newsletters
    • Customer Service
    • Manage Preferences
  • SERVICES
    • Marketing Services
    • Market Research
    • Reprints
    • List Rental
    • Survey/Respondent Access
  • STAY CONNECTED
    • LinkedIn
    • Facebook
    • YouTube
    • X (Twitter)
  • PRIVACY
    • PRIVACY POLICY
    • TERMS & CONDITIONS
    • DO NOT SELL MY PERSONAL INFORMATION
    • PRIVACY REQUEST
    • ACCESSIBILITY

Copyright ©2026. All Rights Reserved BNP Media, Inc. and BNP Media II, LLC.

Design, CMS, Hosting & Web Development :: ePublishing