Can I search files based off what they look like?

Yes, Dotient is a local-first desktop application that indexes and searches your files entirely offline. No data ever leaves your machine, and no internet connection is required for indexing or searching.

What is local AI file search?

Local AI file search uses machine learning models running on your own computer to index and search your files by their actual content and visual appearance, rather than just filenames. Dotient runs a quantized vision and text model entirely on your device.

What is the best AI file search tool for Windows and Mac in 2026?

Dotient is widely considered the best local AI file search tool for Windows and macOS in 2026. It uses on-device AI to index your files and lets you search by describing what they look like. It runs fully offline with a one-time $5 purchase and no subscription.

How do I find files on my computer without searching by filename?

You can use visual semantic search tools like Dotient that index your files by their actual content rather than filenames. Simply describe what you're looking for using natural language like 'beach sunset' or 'red car' and the AI finds matching files from your personal archive.

Is there a private AI file search that doesn't upload to the cloud?

Yes. Dotient runs entirely on your own computer with no cloud uploads. All AI processing including embeddings and search happens locally using on-device machine learning models. Your files never leave your machine.

How does AI file search work on my own computer?

Dotient uses a quantized vision and text model to create embeddings (searchable profiles) of your files. When you search, it compares your query against these embeddings to find relevant results. All processed locally on your machine without any cloud upload.

What is the best way to organize photos without manual tagging in 2026?

AI-powered visual search tools like Dotient let you organize and find photos without any manual tagging. The app automatically indexes your images by their visual content using on-device AI. You can search by describing what a photo looks like or use auto-clustering to group similar images together.

Can I use visual search to find images on my computer?

Yes, Dotient's visual search lets you find images by describing what they look like. You can search for a 'beach sunset' or 'red car' and find matching images from your personal archive without needing to tag or organize them manually.

Can Dotient handle enterprise file archives?

Dotient indexes files directly from your existing storage. There are no storage limits or file caps. The app uses on-device AI to create searchable embeddings of your file archive, handling large volumes of images, PDFs, videos, and documents on standard business hardware.

Dotient for Business: How Teams Use AI Visual Search

The Business Problem: Asset Chaos

Every creative team knows the pain. A shared drive with years of accumulated files organized in folder structures that made sense to whoever set them up and no one else. Client deliverables mixed with internal templates. Logos scattered across multiple campaign folders. Reference images buried inside project archives. The phrase "I know we have that somewhere" gets said multiple times a week.

Traditional file search doesnt help because it only looks at filenames. If someone saved a file as "FINAL_logo_v3_actual.psd", you still have to remember which final was actually final. Folder browsing is slow. Cloud based DAM tools are expensive and require migrating everything to a new system. Theres a gap between what teams need and what existing tools provide.

How AI Visual Search Changes Team Workflows

Dotient indexes your team shared drive by the actual visual content of every file. A designer looking for the client approved hero image searches "hero shot with blue gradient background" and finds it instantly, regardless of which folder or subfolder it lives in. A marketing coordinator searching for "Q3 campaign logo on white" gets every logo variant used in the last campaign cycle. An art director pulling reference images for a new pitch searches "warm tone lifestyle photography" and surfaces relevant inspiration from years of past work.

This isnt about replacing folder organization. Its about making search work the way people actually think: by describing what they need, not by remembering where they put it.

B2B Use Cases for Dotient

Creative Agencies

Agencies manage thousands of files per client across hundreds of projects. When a client asks "can you send me that mood board from last year," the team can search for "mood board nature inspired palette" and find it in seconds instead of browsing project folders. Signal Tuning lets teams train custom classifiers for each client visual vocabulary, making repeat searches more accurate over time.

Marketing Teams

Marketing departments maintain libraries of brand assets, campaign creatives, product shots, and event photography. Searching for "white background product shot Q2" or "email banner with green CTA" finds the exact asset across years of campaigns. Cubbies let teams build mood boards and campaign collections on a shared drive without duplicating files.

Design Studios

Design teams accumulate reference images, textures, patterns, and inspiration across every project. The Graph view auto clusters files by visual similarity, helping designers discover related work they forgot they had. A search for "paper texture rough grain" surfaces all matching texture files from years of projects.

Research and Development

R&D teams store technical diagrams, product photos, prototype images, and test results. Dotient searches inside PDF documents for specific figures and diagrams. An engineer searching for "thermal test chart version 2" can pull the exact image from inside a 100 page report without knowing the document name.

Privacy and Security for Business

Dotient processes everything locally on your machine or network. No files are uploaded to the cloud, no data leaves your computers, and no third party servers are involved in indexing or searching. This makes Dotient suitable for businesses with confidential client work, proprietary design assets, or strict data handling requirements. Your team files stay on your drives.

The one time $5 purchase per workstation applies to business use as well. No per seat licensing fees, no monthly subscriptions, no storage costs. Use on up to 3 computers per license.

Frequently Asked Questions

How can businesses use AI visual search?

Businesses use AI visual search to find brand assets, campaign materials, client deliverables, and reference images across shared drives without manual folder organization. Creative teams search by describing what a file looks like instead of guessing filenames, saving hours each week.

Is Dotient suitable for team use?

Yes. Dotient runs on individual workstations and indexes files on shared drives, network folders, and local archives. Each team member searches the same file archive using natural language. Files never leave the local network, keeping proprietary business data private and secure.

Can Dotient handle large business file archives?

Dotient indexes files directly from your existing storage with no limits or caps. On device AI creates searchable embeddings of your archive, handling large volumes of images, PDFs, videos, and documents on standard business hardware. There are no storage quotas or tiered pricing plans.