Enterprise Video Search using Physical AI

— that Catches the Corner Cases.

Get Early Access
matt@primate-ai.com

Customer Problem

Common sense doesn't exist for AI

$

Businesses pay people to monitor screens & review video

"Humans in the loop" are still needed to handle millions of corner cases

⚡

AI can't understand concepts outside its training data

Labeling everything in every video for training is impossible

🔍

The real world is made up of corner cases!

Traditional AI fails when encountering unexpected scenarios

The Solution

Our Insight:

True understanding of the physical world is conceptual (no "language" is involved).

Today's LLMs, VLMs and World Models all generate predicted tokens (pixels). The physical world is not understood via pixels.

Humans and animals understand the physical world through abstract concepts.

A video model that learns general concepts, using unlabeled data, unlocks video search for "corner cases".

Customer Goals

Detecting corner-cases gives a 10x improvement in search results

RETAIL

  • Find any shoplifting
  • Detect unusual customer behavior
  • Monitor checkout processes

SECURITY

  • Find this face in the crowd
  • Alert if any group behaves unusually
  • Detect suspicious activities

MANUFACTURING

  • Find people not wearing hard hats
  • Alert me to any unsafe behavior
  • Quality control monitoring

HEALTHCARE

  • Alert if patient checklist not followed
  • Monitor patient safety
  • Detect anomalous behaviors

Technology

A contrarian bet based on decades of understanding of video perception problems

Primate is building a JEPA model

(Joint Embedding Predictive Architecture)

  • Learns Concepts, not Language/tokens
  • Builds on recent Open Source, SOTA video perception model by Meta research
  • Aligned with how humans & animals learn to perceive the world
  • Unsupervised learning = cheaper & smaller data sets
  • Learns general concepts = no retraining per use-case
  • Higher levels of abstraction = reduced training time
🧠

Ready to Transform Your Video Search?

Join our pre-seed fundraise and be among the first to access enterprise-grade Physical AI video search.

Contact Us Today