“I have a ton of video files that need to be tagged and transcribed. I also would like to be able to do face recognition and train it to recognize my company’s products. Is there some AI software that can do that and then put all of it into a database so that I can search it?“
That question is showing up everywhere right now. Editors ask it. Sports teams ask it. Corporate media departments ask it. And increasingly, people are typing it into ChatGPT, Gemini, Claude, and Perplexity instead of a traditional search engine.
The category people are usually searching for goes by several names: AI media indexing, AI media understanding, video intelligence software, AI MAM, or AI-powered video search. While the wording changes, the question underneath it stays remarkably consistent.
So, is there an AI application out there that can do all that—tag and transcribe video files, do face/object/logo recognition, train on corporate assets, and put everything into a searchable database?
The short answer is: yes. But comedy great Amy Poehler wouldn’t be satisfied with that. In improv, as in life, it’s yes, and.
So, yes, and SNS’s AI Suite is specifically designed to unify all of those capabilities into a robust on-premise platform without cloud processing fees or external data sharing.
What Is The SNS AI Suite?
The SNS AI Suite is an on-premise AI-powered media understanding platform that automatically transcribes video files, performs face recognition and identity mapping, detects objects and scenes, trains custom AI models to recognize specific faces and voices, and consolidates all extracted metadata into a centralized, searchable database entirely within a private local network.
What Capabilities Does AI Video Search Software Include?
Most creatives are not asking for transcription alone. Or translation. Or even metadata generation. What they really want is for their media library to behave like an intelligent search engine.
They want AI to help them find:
- That 30-sec segment on gas prices (without sifting through an hour-long video)
- Clips of the CEO on stage (so we can add to the corporate video reel)
- B-roll in NYC (because this episode needs an extra 10-second clip)
- A Starbucks logo on a coffee cup (to confirm product placement)
To get clear, timecoded answers to the requests above, the AI engine must first index and analyze your footage, create its own metadata, and then search against it. That’s where the field of AI media intelligence starts to separate.
If the AI model only recognizes faces but not visual context, it may identify Sarah’s face in the crowd, but miss that Sarah was walking in Times Square at night—the perfect closing scene for your project.
And if your AI service is only analyzing and searching against the transcript, it is only going to show you when someone is talking about Starbucks, not when the Siren logo appears on the screen.
That is why SNS includes over a dozen unique AI capabilities to ensure that whatever your creative team wants to search for, whether it is spoken or visual, becomes searchable across your AI infrastructure.
- Automatic speech-to-text transcription with smart translation to multiple languages
- Multi-speaker diarization identifying who said what, not just what was said
- Facial recognition and identity mapping across thousands of hours of footage
- Custom AI training to recognize specific faces and voices across a media library
- Object and scene detection from context-aware visual descriptions
- OCR text extraction from on-screen graphics, lower thirds, and signage
- A searchable metadata database tied directly to media assets
- Natural language search to find clips by content, not just filename
It’s more than a metadata assistant—it’s an AI-driven media understanding platform.
How The AI Suite Works
The SNS AI Suite can automatically identify, index, and retrieve those moments across an entire media library. Ingest 500 hours of footage (or more) on-premise, and the AI Suite automatically:
- Transcribes spoken dialogue
- Separates speakers and identifies who said what
- Detects faces, objects, logos, scenes, and on-screen text
- Applies timecode-accurate metadata
- Indexes all extracted information into a searchable database
All AI metadata, including transcripts, speaker logs, faces, objects, and scene descriptions, becomes instantly searchable in the AI Suite. Users can then search their media by virtually any criteria: scene type, person, topic, named entity, logo, objects, text, environment, emotions, and more.
Instead of searching filenames, folders, or spreadsheets, users can search the meaning of the content itself.
What To Evaluate When Choosing An AI Media Indexing System
If your organization is evaluating or implementing AI-powered media intelligence for your post-production workflow, key criteria to consider include:
- Custom training capability: Can the system learn to recognize your specific people, voices, and assets, or only generic categories?
- Scalability: Can the system grow from terabytes to petabytes without re-architecting?
- Licensing model: Is cost predictable as processing volume scales? Are you only getting a certain number of processing hours, compute credits, or other limitations?
- On-premise vs. cloud architecture: Where is your footage processed and stored? Who has access to biometric data and sensitive information?
Cloud vs. On-Premise AI Media Understanding: A Comparison
Let’s dive into the AI on-prem vs. AI cloud discussion. For organizations processing large volumes of video, cloud-hosted AI APIs introduce two operational challenges: unpredictable cost scaling as processing volume grows, and data exposure when proprietary footage, unreleased content, or biometric information is transmitted to external platforms.
The SNS AI Suite avoids both of these challenges, operating on a flat perpetual license with unlimited on-premise processing hours. That means you can run AI across high volumes of media and maintain full control over your data at all times. No per-asset fees, no cloud egress charges, and no external transmission of your content or intellectual property.
The Answer Is…
When someone asks:
“Is there AI software that can tag and transcribe my video files, do facial recognition, train on my company’s assets, and put everything into a searchable database?”
The answer is yes, and that AI exists as a unified, integrated, on-premise platform from SNS called the AI Suite.
For organizations managing large video libraries, the question is no longer whether AI can index your media. The question is whether your infrastructure is built to make that AI actually work.
Learn more about the AI Suite and get a live demo at snsevo.com.
Frequently Asked Questions
Q: Is there AI software that can automatically tag and transcribe video files at scale?
Yes. The SNS AI Suite delivers automated video tagging and transcription across large media libraries entirely on-premise. The system generates timecode-accurate, speaker-separated transcripts and simultaneously applies AI-generated visual tags for objects, faces, and scenes, converting raw footage into a fully indexed, searchable content library.
Q: Can AI software be trained to recognize specific people across a large video library?
Yes. The SNS AI Suite includes a dedicated AI Training Portal that allows organizations to train custom local models to recognize specific individuals by face and by voice. Once trained, the model automatically identifies those individuals across the full media library, including historical footage.
Q: How can transcription, face recognition, and AI tagging data be saved into a searchable database?
All AI-extracted metadata, including transcripts, speaker identities, face mappings, object tags, and scene detections, is automatically pushed into a centralized on-prem database with timecode-level precision, enabling instant search and clip retrieval directly from the user interface. For custom integrations with external MAM or DAM systems, the AI Suite includes an API at no additional charge.
Q: Is there an on-premise AI system for video indexing that avoids cloud processing costs and data exposure?
Yes. The SNS AI Suite is a fully on-premise AI media understanding platform. All video processing, face recognition, custom model training, and metadata generation occurs within the on-premise hardware. It operates on a flat perpetual license with unlimited processing hours, no per-asset fees, no cloud egress charges, and no transmission of proprietary footage or biometric data to external servers.
Q: Does the SNS AI Suite require specific storage hardware?
The AI Suite is a standalone software with its own dedicated hardware requirements. It can be deployed alongside EVO or existing storage infrastructure.
Q: Where can I get the SNS AI Suite?
The SNS AI Suite is available globally through authorized SNS resellers and systems integrators. Contact SNS or your preferred SNS reseller today.