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Latent AI

Ultra-fast, secure edge AI for efficient deployment.

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What is Latent AI?

Latent AI provides a platform for running machine learning models efficiently on edge devices, such as cameras, robots, and industrial equipment. The LEIP SDK allows developers to optimise existing AI models for faster inference and smaller file sizes, then deploy them across different hardware without losing significant accuracy. This is particularly useful for organisations that need AI processing to happen locally on devices rather than sending data to cloud servers, whether for speed, privacy, or security reasons.

Key features

Model optimisation

Compress AI models by up to 84% and improve inference speed by up to 310% with minimal accuracy loss

LEIP SDK

Development toolkit for designing, testing, and deploying optimised AI models across various hardware targets

Edge deployment

Deploy AI directly on edge devices without requiring cloud connectivity or external servers

Hardware flexibility

Works across different hardware platforms and targets for consistent model performance

Security focus

Models remain local on devices, reducing data exposure and protecting sensitive information

MLOps integration

Fits into existing development workflows and DevOps processes

Pros & cons

Advantages

  • Significantly faster AI inference on edge devices reduces latency and enables real-time processing
  • Model compression reduces storage and bandwidth requirements, lowering costs for device deployment
  • Keeps data processing local, improving security and privacy by avoiding cloud transmission
  • Works with existing machine learning models, making it practical for teams already using other tools

Limitations

  • Requires technical expertise to use the LEIP SDK effectively; not a no-code solution
  • Free tier may be limited in capabilities or model complexity; advanced features likely require paid plans
  • Optimisation results vary depending on the original model and hardware target, so performance gains are not guaranteed

Use cases

Industrial automation systems that need real-time AI vision for quality control or defect detection

Autonomous vehicles and drones requiring fast, on-device AI decision-making without cloud dependency

Security systems and surveillance that must process video locally to protect privacy

Healthcare devices that analyse data locally to reduce latency and maintain patient confidentiality

Remote or offline environments where cloud connectivity is unreliable or unavailable

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Pricing

Free

Free

Access to LEIP SDK with basic model optimisation and deployment capabilities

Paid plans

Custom pricing

Advanced optimisation features, priority support, and enterprise-level deployment options

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