... think that's leaving a lot on the table. Our platform has two main models: Marengo handles video embeddings, so you can search and retrieve footage based on what's actually happening visually, not just metadata or captions Pegasus handles video analysis and reasoning, so you can ask questions, generate summaries, and pull insights from your videos Together they power the Video Cognition System we're building. Think of it like giving machines a real memory for video, searchable down ...

... TwelveLabs introduced Pegasus 1.5, their most significant leap in generative video AI, transforming video into a queryable, structured data asset. This is their 2nd official launch on @Product Hunt . Previously, the video AI company launched Marengo 3.0 in December 2025. [1] They ranked among the Top Products and got featured in Product Hunt's newsletters. This new launch keeps the momentum going. Once again, I had the opportunity to collaborate with the team on this new launch and wanted ... ... approached it. TL,DR : Keep it simple, and keep launching. The anatomy of a Product Hunt launch Planning a new launch starts with the required inputs: Name of the launch : 40 characters max. We kept it simple: Pegasus

... exist before your core product does ever feels like a tax: auth, billing, permissions, user management, that kind of thing. A few things I'd love to know: Are you starting from a boilerplate or template (ShipFast, SaaS Pegasus, etc.), rolling your own, or reaching for standalone tools like Clerk or Stripe? If you use a template, does it actually solve the problem, or do you find yourself fighting it as requirements evolve? Same question for standalone tools: does Clerk ... ... Stripe get you where you need to go, or do you find yourself working around them? How much of your early building time would you say goes to "the thing" vs

... TwelveLabs is headed to AWS re:Invent 2025 . First launched on Product Hunt last May , the makers of the Marengo and Pegasus multimodal foundation models, will be in Las Vegas next week for a round of announcements. Anyone else going to re:Invent this year? What do you expect from the conference? Edit 2025-12-01 : AWS re:Invent 2025 is this week and TwelveLabs is launching today Marengo 3.0 , the most powerful embedding model for video understanding. Join ...