Draft:Overview AI
 | Review waiting, please be patient.
This may take 5 weeks or more, since drafts are reviewed in no specific order. There are 2,391 pending submissions waiting for review.
Where to get help
How to improve a draft
You can also browse Wikipedia:Featured articles and Wikipedia:Good articles to find examples of Wikipedia's best writing on topics similar to your proposed article. Improving your odds of a speedy review To improve your odds of a faster review, tag your draft with relevant WikiProject tags using the button below. This will let reviewers know a new draft has been submitted in their area of interest. For instance, if you wrote about a female astronomer, you would want to add the Biography, Astronomy, and Women scientists tags. Editor resources
Reviewer tools
|
Where to get help
How to improve a draft
You can also browse Wikipedia:Featured articles and Wikipedia:Good articles to find examples of Wikipedia's best writing on topics similar to your proposed article. Improving your odds of a speedy review To improve your odds of a faster review, tag your draft with relevant WikiProject tags using the button below. This will let reviewers know a new draft has been submitted in their area of interest. For instance, if you wrote about a female astronomer, you would want to add the Biography, Astronomy, and Women scientists tags. Editor resources
This draft has been resubmitted and is currently awaiting re-review. |  |
Submission declined on 3 July 2026 by ClaudineChionh (talk). This draft's references do not show that the subject meets Wikipedia's criteria for inclusion for organizations and companies. The draft requires multiple published secondary sources that:
This draft reads like an advertisement. Wikipedia is an encyclopedia, not a platform for promotion or marketing. Drafts that are exclusively promotional may be deleted without notice.
Declined by ClaudineChionh 2 months ago.Wikipedia articles must be written neutrally in a formal, impersonal, and dispassionate way. They should not read like a blog post, advertisement, or fan page. Rewrite the draft to remove:
Instead, only summarize in your own words a range of independent, reliable, published sources that discuss the subject. If you have a conflict of interest (e.g. you are the subject, an employee, or a relative) or are being paid to edit, you must disclose this to comply with Wikipedia's Terms of Use. | |
Submission declined on 1 July 2026 by Pythoncoder (talk). This draft appears to contain text generated by a large language model (such as ChatGPT). You cannot use LLMs to generate article content.
Declined by Pythoncoder 2 months ago.LLM-generated pages with certain obvious signs of being machine generated may be deleted without notice. Instead, only summarize in your own words a range of independent, reliable, published sources that discuss the subject. See the advice page on large language models for more information. | |
Comment: I added more coverage by the press, like the Business Next article, a piece on Forbes about the company's work in the field and a citation in a university journal. I made the article more concise. Georgeofthemingle21 (talk) 21:20, 29 September 2026 (UTC)
- Comment: I have thoroughly reviewed the article after the decline and made sure that numbers, assumptions and extra descriptions that could read partial have been removed. I have kept the sources and cut down extra information to balance it out. The strongest sources are : VentureBeat, The Fabricator, Plant Engineering, HPCwire and TechCrunch. The company produces industrial machine vision solutions for manufacturing, which does not get that much mainstream press exposure versus other consumer facing products. I am happy to modify this further if needed. Georgeofthemingle (talk) 19:15, 3 July 2026 (UTC)
- Comment: Please do not remove past AfC decline templates. These are left for future reviewers so that they can review your draft and check that any prior concerns have been addressed. Removing these templates can make it more difficult for your draft to be accepted. Thank you. —ClaudineChionh (she/her · talk · email) 02:03, 3 July 2026 (UTC)
- 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. Georgeofthemingle (talk) 21:04, 1 July 2026 (UTC)
| Type | Private |
|---|---|
| Industry | Machine vision, artificial intelligence |
| Founded | December 2018 in San Francisco, California, U.S. |
| Founders | Christopher Van Dyke, Russell Nibbelink, Xiao Yang Kao, Austin Appel |
| Headquarters | San Francisco, California, U.S. |
| Products | OV10i, OV20i, OV80i, OVX, OV Auto-Defect Creator Studio |
| Website | www |
Overview AI (Overview Corporation) is a San Francisco-based company that develops AI machine vision systems for quality inspection in the manufacturing industry.[1][2] Its technology features edge-based compute and deep-learning-based AI models that identify defects on the production line.[3][1]
History
[edit]The company was founded in December 2018 by Christopher Van Dyke, Russell Nibbelink, Austin Appel and Xiao Yang Kao, two of whom were former Tesla engineers.[3][1] Overview AI is a Y Combinator company graduating in Winter 2019.[4]
In February 2022, Overview AI raised $10 million in its Series A funding round. Blumberg Capital, GV, Momenta and Bain Capital backed the company.[1][5] The company's projected revenue for 2026 is about US$30 million.[3]
Products
[edit]At Automate 2026, the company presented the OV Auto-Defect Creator Studio, which generates synthetic defects for training.[6] Nvidia has documented Overview AI's use of its Cosmos models to create synthetic training data for Amphenol.[7] The company has announced OV Spark, a camera built on a Qualcomm processor with an onboard large language model.[3]
Overview's products have been cited in academic literature to discuss the use of AI in circuit board inspection.[8] Reported customers include Toyota, Honda, Molex and SKF.[3][9]
References
[edit]- 1 2 3 4 "Overview, which is developing an AI-powered visual inspection platform, raises $10M". VentureBeat. 2022-02-18. Retrieved 2026-07-01.
- ↑ "Why factories need a digital backbone before embracing AI". Plant Engineering. Retrieved 2026-07-01.
- 1 2 3 4 5 Chen, Harper (2026-09-29). 台灣大二生休學創業、如今預估營收破9億，Overview為何把研發團隊搬回台灣？ [Taiwanese sophomore dropped out to found a company, now projecting revenue above NT$900 million: why did Overview move its R&D team back to Taiwan?]. Business Next (in Chinese (Taiwan)). Retrieved 2026-09-29.
- ↑ "Here are the 85 startups that launched at Y Combinator's W19 Demo Day". TechCrunch. 2019-03-18. Retrieved 2026-07-01.
- ↑ Mathews, Jessica (2022-02-28). "American Express Ventures is doubling down on Web3". Fortune. Retrieved 2026-07-01.
- ↑ "How AI and physical robotics are accelerating automation in manufacturing". The Fabricator. 2026. Retrieved 2026-07-01.
- ↑ "NVIDIA Factory Operations blueprint gives factories a new AI brain". NVIDIA Blog. Nvidia. Retrieved 2026-07-01.
- ↑ Opderbeck, David (2026). "AI and Creation: Some Perspectives from the Bible, Plato, Augustine, Aristotle, and Aquinas". Journal of Law and Religion. Cambridge University Press: 1–30. doi:10.1017/jlr.2026.10080.
- ↑ Banker, Steve (2026-09-09). "Where AI Adds Value: SKF Uses AI For Smart Product Defect Detection". Forbes. Retrieved 2026-09-29.
Category:Machine vision Category:Artificial intelligence companies Category:Companies based in San Francisco Category:American companies established in 2018 Category:Manufacturing companies established in 2018
- provide significant coverage: discuss the subject in detail, excluding routine coverage like product launches, staff appointments, or financial reports and listings in databases or listicles;
- are reliable: from reputable outlets with editorial oversight;
- are independent: not connected to the subject, such as press releases, the subject's own website, or sponsored content.
Please add references that meet all three of these criteria. If none exist, the subject is not yet suitable for Wikipedia.