Semantic Video & Audio Search
Locate precise visual frames and specific audio events in hours of footage instantly. Perform natural language queries locally with zero cloud processing costs and absolute data privacy.
The Friction of Manual Media Auditing
Scrubbing through hours of CCTV and media archives to locate a single visual detail or acoustic event wastes critical operator hours.
Hours of Manual Scrubbing
Finding a specific vehicle, object, or person in days of footage is a grueling task. Security and operations teams waste valuable hours scrubbing timelines frame-by-frame.
Siloed Visual Analytics
Traditional video tools ignore audio entirely. Critical events like glass shattering, alarms, or gunshots go completely unnoticed unless an operator is listening to every second.
High Bandwidth & Cloud Risks
Streaming hours of high-definition video archives to third-party cloud APIs for analysis is cost-prohibitive, bandwidth-heavy, and raises severe privacy concerns.
How It Works Under the Hood
Our edge-hosted multimodal engine maps text, images, and audio waveforms into a single joint vector space, allowing real-time similarity matching.
Dual Ingestion
Video feeds are decoded into keyframes, while audio tracks are isolated and converted to spectrograms in real-time.
Joint Vectorization
Local CLIP (visual) and CLAP (audio) embedding models encode visual frames and audio events into unified mathematical vectors.
Semantic Query Matching
User text queries (e.g., 'fire', 'glass shattering') are embedded, and a fast cosine similarity search finds the exact matching timestamps.
Want to Search Your Own Video Archives?
Send us a 5-minute sample video and three target visual/audio queries. Our engineers will return a complete timestamped detection report free of charge.
Tailored for High-Stakes Operations
AdaptNXT builds scalable, private video intelligence systems. Our multimodal search engine integrates directly into existing VMS and media pipelines.
CCTV Safety Auditing
Instantly locate safety violations, fires, unauthorized entries, or specific vehicle movements in corporate security networks.
Media & Archive Search
Help production houses and content editors query massive digital asset managers for specific objects, speakers, or sound effects.
Industrial Hazard Spotting
Scan workshop recordings for high-risk sound signatures like steam leaks, heavy impacts, or equipment warning alarms.
Retail Loss Prevention
Quickly review suspicious visual sequences or glass breaks across checkout lanes to speed up insurance and incident claims.
Find Any Moment Across Thousands of Hours in Seconds
Search in Plain Everyday English
Type what you are looking for—like "red delivery truck" or "forklift horn"—and jump straight to the exact video second without manual tagging.
Searches Both Sight and Sound
Pinpoints visual appearances, spoken words, and critical sounds (alarms, glass breaking, machinery clanks) across your entire recording archive.
100% Private On-Site Archive
Searches your security and media archives directly on your company servers so sensitive footage never has to be uploaded to the cloud.
Frequently Asked Questions
Quick answers about our local Multimodal Video & Audio Search architecture, supported codecs, VMS integration, and GPU sizing.
Have a massive video archive to index?
Talk directly to our AI engineers about on-premise CLIP/CLAP vector indexing and storage requirements.
Ask an AI Search ArchitectSee What Local AI Search Can Do for Your Operations
Accelerate incident investigation and media retrieval times by up to 90% while keeping every frame inside your private network.
Book a Multimodal Video & Audio Search Scoping Call
Test zero-shot visual and acoustic retrieval on your own footage, estimate local vector database storage, and plan VMS integration with our engineers.
You're on Our Calendar!
We have registered your session. A calendar invite (.ics) and meeting details have been emailed to .
20 Mins • Google Meet / Conference