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Draft:Detect-It

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  • Comment: In accordance with the Wikimedia Foundation's Terms of Use, I disclose that I have been paid by my employer for my contributions to this article. Fragmagnet11 (talk) 15:05, 4 February 2026 (UTC)


Detect-It is an American technology company that develops artificial intelligence–based visual inspection software for industrial manufacturing environments. The company applies computer vision and deep learning to automated quality inspection in production-line settings, particularly within the automotive manufacturing industry.

History

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Detect-It is a Michigan-based artificial intelligence software company focused on automated visual inspection for manufacturing. The company was founded in October 2020 by Kevin Kerwin and is headquartered in Oak Park, Michigan. [1]

According to Crain's Detroit Business, Detect-It developed AI-based machine vision software intended to replace or supplement traditional rule-based inspection systems used by automotive suppliers and manufacturers. Early company efforts focused on production-line quality inspection and defect detection in automotive and industrial environments.[1]

Detect-It participated in Michigan-based manufacturing and technology accelerator programs and industry pitch events during its early development period.[1]

Company leadership has discussed the technology and its manufacturing applications in regional media interviews and trade show coverage, including a WDIV-TV segment recorded at Motor Bella at the M1 Concourse in September, 2021.

Technology

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Detect-It develops software that uses neural networks trained on visual data from manufacturing processes to identify defects and anomalies during production. The system is designed as an alternative to traditional rule-based machine vision systems, enabling adaptability to variation in parts, lighting conditions, and production environments.

Applications

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Detect-It’s software is used for industrial manufacturing quality inspection, including:

  • Automated defect detection
  • In-line quality assurance
  • Visual inspection in automotive assembly processes

Awards and recognition

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  • PACE Pilot Award, Automotive News (2021).[2]
  • Manufacturing Excellence Award finalist, Michigan Manufacturers Association (2024).[3]
  • Startup of the Year (Michigan), HackerNoon Startups of the Year (2025).[4]
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References

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  1. ^ a b c Manes, Nick (July 30, 2021). "AI startup Detect-It seeks to gain momentum in automotive sector". Crain's Detroit Business. Retrieved February 6, 2026.
  2. ^ "PACE finalists show industry's busy R&D". Automotive News. Crain Communications. April 19, 2021. Retrieved February 6, 2026.
  3. ^ "Manufacturing Excellence Awards – 2024 Finalists". Michigan Manufacturers Association. Michigan Manufacturers Association. 2024. Retrieved February 6, 2026.
  4. ^ "Startups of the Year – Michigan, United States". HackerNoon. HackerNoon. 2025. Retrieved February 6, 2026.