Cloudglue

Cloudglue targets a specific pain point: making video content natively queryable by AI agents. Unlike generic video APIs that dump raw transcripts, Cloudglue provides structured extraction (scenes, entities, user-defined schemas) and semantic search across collections. That's genuinely useful for sales call analysis, training video RAG, or any situation where you need to ask questions across hundreds of hours of footage. The speed claim (2 hours in 3 minutes) held up in our tests, and the chat completion with playable citations is a nice touch. However, the pricing model is credit-based and not cheap for high-volume use. The $600 Scale plan gives 125 hours indexed and 60,000 chat requests, which might not go far if you're processing hours of video daily. There's no subscription option for predictable billing. Also, Cloudglue is server-side only — no offline processing or edge deployment. If you need real-time analysis on device (e.g., security cameras), look elsewhere. Compared to built-in video understanding in models like Gemini or GPT-4o, Cloudglue offers more control over extraction schemas and collections, but you pay for that flexibility and speed. We'd recommend Cloudglue for teams that already have an agent architecture and need to add video context without building complex multimodal pipelines. Pass if you have a small budget or need a no-code solution. The free tier is enough to test the API, but not for production evaluation. Overall, a well-executed niche tool, but pricey for tinkerers.