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Overview.ai
Overview.ai (also known as Overview) makes AI smart cameras and no-code inspection software for manufacturing quality teams. Customers use its systems to detect defects, classify parts and verify assemblies on the factory floor. Overview is based in San Francisco, was founded in 2019 and joined Y Combinator's Winter 2019 batch.
- Authority
- 52 reach 7 · trust 5 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://www.overview.ai/llms.txt
- llms-full.txt
- https://www.overview.ai/llms-full.txt
- Sections
- 7
- Links
- 31
- Size
- 5412 bytes
- Popularity rank
- #451946
- Country
- United States
- Categories
- Industry and manufacturing · AI and machine learning
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- First seen
- 2026-10-19T10:43:23.836Z
- Last checked
- 2026-10-21T03:41:28.240Z
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Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T03:41:23.486Z. Cached copy · Source on overview.ai
# Overview.ai
> Overview.ai (also known as Overview) makes AI smart cameras and no-code inspection software for manufacturing quality teams. Customers use its systems to detect defects, classify parts and verify assemblies on the factory floor. Overview is based in San Francisco, was founded in 2019 and joined Y Combinator's Winter 2019 batch.
## Products
- [OV Spark and Spark Pro](https://www.overview.ai/products/ov-spark/): Agentic AI smart cameras powered by Qualcomm Dragonwing. OV Spark provides 1.2 MP imaging; Spark Pro provides 5 MP. Ten AI and rules-based tools can be combined for an inspection. Sparky, the onboard AI agent, assists with tool selection, recipe building, HMI building and questions about the Library. Contact Overview for pricing.
- [OV10i](https://www.overview.ai/products/ov10i/): Compact all-in-one smart camera for AI classification. Camera hardware and AI processing are integrated. Published base price: USD 4,450; accessories and configuration affect the total.
- [OV20i](https://www.overview.ai/products/ov20i/): All-in-one AI smart camera with on-device processing for classification and defect localization. It is not a separate camera-and-controller system. Published base price: USD 9,450; accessories and configuration affect the total.
- [OV80i](https://www.overview.ai/products/ov80i/): AI smart camera with 8.3 MP imaging, NVIDIA edge computing and interchangeable C-mount optics. Published base price: USD 13,450; accessories and configuration affect the total.
- [OVX](https://www.overview.ai/products/ovx/): Configurable vision system for applications requiring external cameras and flexible imaging configurations. Contact Overview for configuration and pricing.
- [Compare Overview products](https://www.overview.ai/product/): Product specifications and capabilities by model.
- [Shop](https://www.overview.ai/shop/): Current published product pricing and available accessories.
## Software and connectivity
- Production inspection runs on-device. Cloud connectivity is optional; OV Spark's Defect Studio generates synthetic training images in the cloud.
- Camera setup, supported tools, compute hardware, storage and industrial communication options differ by model. Use the relevant product documentation when selecting equipment.
- OV10i and OV20i enclosures are rated IP54. They are not specified for washdown use without additional protection.
- Image storage capacity depends on resolution, file size and available storage. Inspection speed, accuracy and setup time depend on the application, imaging conditions and selected tools.
- No-code configuration supports routine inspection setup. Custom integrations may require additional engineering.
## Technical resources
- [Documentation](https://docs.overview.ai/): Product-specific hardware, software and integration documentation.
- [OV20i environmental ratings](https://docs.overview.ai/docs/ov20i/environmental-ratings/): Enclosure protection and operating conditions.
- [Optics ca
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