Kailash Labs
Kailash Labs is a YC Fall 2026 (F26) company. Based in Bengaluru, KA, India. Team of 2.
About Kailash Labs
Summary
Kailash Labs builds small, task-specific video understanding models for industries that process high-volume camera feeds, including security, industrial monitoring, robotics, and live broadcast. Its automated pipeline takes a customer's objective, distills a frontier vision-language model, and produces a fine-tuned model optimized for that single task, deployable on-premises where data privacy rules out cloud inference. The result replaces both expensive generic frontier models and brittle, single-purpose computer vision classifiers that cannot transfer across tasks.
Business model
Early SDK access offered to design partners; broader pricing not yet disclosed.
Go-to-market
Targets engineering teams in video-heavy industries, acquired initially through a design-partner program giving early SDK access, with a self-serve developer SDK as the primary entry point.
From the Y Combinator listing
A factory for small and specialized video reasoning models
The world generates petabytes of video every day, and almost none of it is readable to machines. Frontier VLMs that can unlock this (like Gemini) are too expensive to run at the volume real industries have, too generic for any single task, and can't be deployed on-prem where sensitive video lives. We are building an auto vision factory: take video plus a customer's objective, distill a frontier model, and post-train a small open model that is SOTA on that one task and serve it blazingly fast. Our first product, Marlin, is a 2B-parameter open-weights video VLM that matches Gemini-2.5-flash on dense captioning and temporal grounding at a fraction of the cost.
Facts
- B2B / B2B -> Analytics
- Bengaluru, KA, India
- 2
- Active
- Early
Founders (1)
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