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Ultra-optimized infrastructure for real-time physical AI

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Tracked since 2026

The Bottom Line

Price
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Key facts

  • Develops real-time world models for interactive experiences and physical AI.
  • Offers an optimized AI infrastructure (DOS) for low-latency workloads.
  • Provides specialized models: Oasis for physical AI environments and Lucy for real-time video editing.

Pros

  • Enables real-time, low-latency AI experiences across various applications.
  • Offers significant efficiency improvements for AI inference and training.
  • Provides comprehensive solutions from hardware optimization to advanced AI models.
  • Supports both virtual interactive experiences and physical AI applications like robotics.

Cons

  • Requires significant computational resources for deployment and operation.
  • Advanced features may have a steep learning curve for new users.

What is Decart?

Decart AI Lab specializes in building infrastructure for the future of physical AI, focusing on efficiency and real-time performance. The company develops real-time world models that operate instantly, continuously, and efficiently, enabling advanced AI applications across various industries. Decart's core offering includes the Decart Optimization Stack (DOS), an ultra-optimized infrastructure designed to accelerate low-latency AI workloads such as large language models, world models, and agents. Decart provides two primary world models: Oasis, an interactive, physically accurate environment for physical AI applications like robotics, autonomous vehicles, manufacturing, and drones; and Lucy, a real-time video transformation model for virtual try-on, live advertising, social platforms, and gaming. These products are designed for developers, researchers, and enterprises looking to deploy highly efficient, low-latency AI systems that interact seamlessly with the physical and virtual worlds.

Preview

Key Features

  • Real-time infinite video generation and evolution
  • Instant perception, decision, and action visibility
  • Highly efficient persistent intelligence with reduced compute needs
  • Decart Optimization Stack (DOS) for accelerating AI workloads
  • Oasis World Generation for interactive, physically accurate environments
  • Lucy World Editing for production-scale real-time video transformation
  • Adaptive-Origin Guidance (AdaOr) for text-driven video editing intensity control
  • Live-Stream Diffusion (LSD) for real-time video generation with zero latency

Pricing

Paid

Decart offers paid plans. Visit their website for current pricing details.

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Decart by the numbers

Decart compared with 434 Video & Media tools on Toolradar, as of Oct 2026
Metric Decart Peer median Position (1 is best)
Free plan No 62% have one n/a
Listed as an alternative to 4 tools 2 #136 of 434 (joint)

Each position is counted among the tools that have data for that row, as noted under it. All Video & Media data · How we compute this. Advertising and placement fees are not inputs to any position.

Cite this: Toolradar, “Decart by the numbers”, Oct 2026.

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Decart FAQ

How does Decart support real-time physical AI applications?

Decart provides ultra-optimized infrastructure and real-time world models designed to operate instantly and continuously. This enables advanced AI applications in areas like robotics, autonomous vehicles, manufacturing, and drones to interact seamlessly with the physical world.

Which teams would benefit most from using Decart?

Decart is best suited for developers, researchers, and enterprises focused on deploying highly efficient, low-latency AI systems. Teams working on physical AI applications or real-time video transformation would find its offerings particularly valuable.

How does Decart's approach to AI infrastructure compare to Scale AI?

Decart specializes in ultra-optimized infrastructure for real-time physical AI, focusing on low-latency workloads and continuous operation. In contrast, Scale AI is known for its data annotation and validation services, which support AI development but from a different angle.

What kind of efficiency improvements can users expect from Decart?

Users can expect significant efficiency improvements for AI inference and training due to the Decart Optimization Stack (DOS). This infrastructure is designed to accelerate low-latency AI workloads, leading to more efficient system operation.

What are the primary world models offered by Decart?

Decart offers two primary world models: Oasis, an interactive, physically accurate environment for physical AI applications, and Lucy, a real-time video transformation model. These models cater to both physical and virtual AI use cases.

Does Decart include a free tier for new users?

Decart is offered as a paid product and does not include a permanently free tier. It provides comprehensive solutions for enterprises and developers requiring advanced AI infrastructure.

What are the main trade-offs when implementing Decart's advanced features?

Implementing Decart's advanced features may involve a steep learning curve for new users due to their complexity. Additionally, deployment and operation of the infrastructure can require significant computational resources.

Source: decart.ai

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