Best On-Premises Visual Search Software of 2025

Clarifai is a leading AI platform for modeling image, video, text and audio data at scale. Our platform combines computer vision, natural language processing and audio recognition as building blocks for building better, faster and stronger AI. We help enterprises and public sector organizations transform their data into actionable insights. Our technology is used across many industries including Defense, Retail, Manufacturing, Media and Entertainment, and more. We help our customers create innovative AI solutions for visual search, content moderation, aerial surveillance, visual inspection, intelligent document analysis, and more. Founded in 2013 by Matt Zeiler, Ph.D., Clarifai has been a market leader in computer vision AI since winning the top five places in image classification at the 2013 ImageNet Challenge. Clarifai is headquartered in Delaware

Visual Layer is a production-grade platform built for teams handling image and video datasets at scale. It enables direct interaction with visual data—searching, filtering, labeling, and analyzing—without needing custom scripts or manual sorting. Originally developed by the creators of Fastdup, it extends the same deduplication capabilities into full dataset workflows. Designed to be infrastructure-agnostic, Visual Layer can run entirely on-premise, in the cloud, or embedded via API. It's model-agnostic too, making it useful for debugging, cleaning, or pretraining tasks in any ML pipeline. The system flags anomalies, catch mislabeled frames, and surfaces diverse subsets to improve generalization and reduce noise. It fits into existing pipelines without requiring migration or vendor lock-in, and supports engineers and ops teams alike.

FiftyOne, developed by Voxel51, stands out as a leading platform for visual AI and computer vision data management. The effectiveness of even the most advanced AI models diminishes without adequate data, which is why FiftyOne empowers machine learning engineers to thoroughly analyze and comprehend their visual datasets, encompassing images, videos, 3D point clouds, geospatial information, and medical records. With a remarkable count of over 2.8 million open source installations and an impressive client roster that includes Walmart, GM, Bosch, Medtronic, and the University of Michigan Health, FiftyOne has become an essential resource for creating robust computer vision systems that function efficiently in real-world scenarios rather than just theoretical environments. FiftyOne enhances the process of visual data organization and model evaluation through its user-friendly workflows, which alleviate the burdensome tasks of visualizing and interpreting insights during the stages of data curation and model improvement, tackling a significant obstacle present in extensive data pipelines that manage billions of samples. The tangible benefits of employing FiftyOne include a notable 30% increase in model accuracy, a savings of over five months in development time, and a 30% rise in overall productivity, highlighting its transformative impact on the field. By leveraging these capabilities, teams can achieve more effective outcomes while minimizing the complexities traditionally associated with data management in machine learning projects.

CoreViz Studio is an innovative visual-AI platform designed to empower users to effortlessly comprehend, organize, edit, search, tag, generate, and collaborate on images and videos without the need for coding. It features a natural-language search capability (RAG style) that allows users to articulate their needs and discover relevant visual content seamlessly. Additionally, the platform offers a variety of tools for background removal, object elimination, enhancement, and image edits through simple text commands. Users can also benefit from comprehensive tagging and organization options, as well as visual similarity detection within their media library. CoreViz further enhances functionality by employing specialized AI models tailored for specific domains, such as forensic, medical, and industrial applications, ensuring high accuracy in results. Integration with external storage services like Google Drive and Dropbox allows for easy data import, and it supports custom workflows, facilitating collaboration across teams and organizations, which includes features for real-time sharing and customizable process layouts. By streamlining these processes, CoreViz Studio enhances the overall efficiency and creativity in media management.

Whether you want to sell more spare parts, support your parts desk and hotline team. or drive maintenance efficiency, Partium can help with that. Partium is a multi-modal AI-supported Enterprise Part Search. It makes it easy for your users in Maintenance and After sales & Service environments to find parts in spare parts portals, web shops, and maintenance systems. It allows technicians to search by image, text, filter, bill of materials, and tags. Hotline agents can confirm part search results and connect with the users. Partium also offers insights in your users' search behavior. Partium handles millions of spare part searches every month. Caterpillar, Parker, Liebherr, Deutsche Bahn, New Holland, The Home Depot, ENGEL, Wien Energie, and many other companies use Partium to provide not just a great search for their internal employees and customers, but a search that converts at higher rates because of relevancy, accuracy, and ease-of-use.

You can add a site search to any ecommerce website in just 5 minutes. Doofinder allows your customers to search for the most relevant results and increase sales. Your online store's conversion rate will increase. Doofinder is the advanced search tool you need to increase your ecommerce site's sales. It's quick and easy to install. You don't even need to know how program. Our team is always available to help you if you need it. There are no upfront fees or obligations. Doofinder is free for a month. After that, you can decide if it's worth your time to continue using it. We are sure you will love it! Doofinder doesn't require you to be a programmer to install it or to configure its search results. Doofinder supports over 30 languages and can handle typos and synonyms. Our intelligent technology is dynamic, intuitive, predictive, and dynamic. It also learns from online customers' behavior.

We make it easy for you to add superhuman computer vision into your applications, devices, and processes to give yourself an unassailable competitive edge.

Curio is a metadata platform which connects cloud and on-premise storage locations. This creates a single interface for finding files regardless of size, location, or type. Curio automates tedious file tagging, management, and allows users to find digital files quicker by searching AI-created attributes like people, objects and landmarks.