OnDeck AI
ActiveHiringAnalyze any footage, without training a model
About
OnDeck is the infrastructure layer that makes Vision Language Models accessible and scalable for enterprise. Our model, Perception-0, let organizations instantly find any object, behavior or event, in any footage, without needing to train a model or collect any training data. The Pain: Creating vision models usually takes months: collecting training data, training, then deployment. Worse yet: + it’s often impossible to get enough data for a specific task, and + even the best cv models struggle to generalize across diverse camera setups, workflows and environments. To overcome these blockers, we bet early on the power of VLMs and built a vision engine that can generalize across any task and doesn’t need any training data. We published a NeurIPS workshop paper showing our new methods with VLMs beat traditional CV even at niche tasks. Now, our model Perception-0 beats the best VLMs including Gemini at long video understanding. Our current customers include: - National Defense Organizations - Robotics Research - Security cameras - Behaviour analysis for port monitoring - Off-shore oil & gas monitoring
Founders
Alexander Dungate· FounderSolving vision @ OnDeck. BSc in CS + biology, National Geographic Explorer.
Sepand Dyanatkar· FounderSolving vision. Masters @ Cambridge in multi-agent RL. Research in swarm robotics for space, and built software at Amazon and the European Space Agency.
Product launches · 1 launch
We let organizations instantly find any object, behavior or event, in any footage, without needing to train a model or collect any training data.
Change history · 2 recorded
- July 29, 2026
- Description rewritten07:00 PM
- Team grew from 5 to 707:00 PM