Submission declined on 4 July 2026 by MSK (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: 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. If you would like to continue working on the submission, click on the "Edit" tab at the top of the window. If you have not resolved the issues listed above, your draft will be declined again and potentially deleted. If you need extra help, please ask us a question at the AfC Help Desk or get live help from experienced editors. Please do not remove reviewer comments or this notice until the submission is accepted. Where to get help If you need help editing or submitting your draft, please ask us a question at the AfC Help Desk or get live help from experienced editors. These venues are only for help with editing and the submission process, not to get reviews. If you need feedback on your draft, or if the review is taking a lot of time, you can try asking for help on the talk page of a relevant WikiProject. Some WikiProjects are more active than others so a speedy reply is not guaranteed. How to improve a draft Wikipedia:Contributing to Wikipedia – a basic overview on how to edit Wikipedia. Help:Wikitext – how to use the markup Help:Referencing for beginners – how to include references Wikipedia:Article development – how to develop your article Wikipedia:Writing better articles – how to improve your article Wikipedia:Verifiability – make sure your article includes reliable third-party sources 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. Add tags to your draft Editor resources Easy tools: Citation bot (help) | Advanced: Fix bare URLs Declined by MSK 37 days ago. Last edited by MSK 37 days ago. Reviewer: Inform author. Resubmit Please note that if the issues are not fixed, the draft will be declined again.

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: 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. 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. 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: promotional language: see Words to watch; personal commentary: opinions or direct addresses to the reader; informal language. 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. Declined by ClaudineChionh 39 days ago.

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. 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. Declined by Pythoncoder 40 days ago.

• 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)

Overview AI (Overview Corporation) is a San Francisco-based automation machinery manufacturing 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] Its products include the OV10i and OV20i vision sensors, the OV80i vision system, the OVX vision platform, and the OV Auto-Defect Creator Studio.^[4]

The company was founded in December 2018 by former Tesla engineers.^[5][1] Overview AI was part of Y Combinator's Winter 2019 batch.^[6] The co-founders have stated that the inception of Overview AI was driven by the data bottlenecks that they saw firsthand in the manufacturing industry.^[1] Early customers of Overview AI included medical device manufacturers.^[5]

In February 2022, Overview AI raised $10 million in its Series A funding round. Blumberg Capital, GV, Momenta and Bain backed the company, raising around $20 million in total.^[1][7][8]

In 2022, Overview AI partnered with Advantech to combine its deep-learning inspection software with Advantech's ICAM-500 edge hardware.^[9][10] Later, the company became a part of Nvidia's Metropolis program.^[11] Overview AI has a headquarters in San Francisco and an office in Shanghai, China.^[12]

In June 2026, Overview AI launched the OVX inspection platform family, which includes options for high-resolution and thermal inspection.^[13] At Automate 2026, the company presented the OV Auto-Defect Creator Studio, which generates synthetic defects for training.^[2] Nvidia has documented Overview AI's use of its Cosmos models and an agent skill to create synthetic training data for Amphenol.^[14]

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