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Liminal

Liminal provides a security platform for regulated enterprises to securely deploy generative AI, ensuring data privacy, security, and sovereignty across all use cases.

Published November 19, 2024 • Updated November 19, 2024
Liminal
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Product Overview

Overview

Liminal is a platform enabling enterprises to deploy generative AI across various environments, including websites, web apps, and desktop platforms. It balances productivity with data security through features like access controls, single-tenant architecture, and compliance with standards such as HIPAA and SOC 2.

The platform provides horizontal security for all generative AI use cases, featuring:

  • Liminal Spaces for secure web-based interactions,
  • Liminal Streams for seamless desktop or browser integration with third-party apps, and
  • Liminal Elements, a multilingual SDK for detecting and protecting sensitive data in custom-built applications using generative AI.

At its core is the Liminal Engine, powered by a proprietary ensemble algorithm that identifies sensitive data (e.g., PHI, PII, PCI, intellectual property), enforces security policies before data submission, and restores the protected components upon return.

Business Model

Liminal likely operates a B2B subscription-based SaaS model, charging enterprises for access to its platform with tiered pricing based on features, user capacity, or data volume. Additional revenue streams may include SDK licensing for in-house AI applications, professional services for customization, and premium compliance assurance for industries like healthcare and finance. Partnerships with tech providers could further expand their reach.

Technology Innovations

The platform distinguishes itself by offering a secure and user-friendly environment for utilizing generative AI. It provides several features like:

  • Access to a variety of AI models without token limitations
  • Workflow tools that improve user productivity
  • Comprehensive data security and control features for security teams
  • Single-tenant architecture
Applications

Liminal addresses the industry problem of securely leveraging the benefits of generative AI. Businesses usually struggle to balance the productivity gains of generative AI with the need for data security and governance.

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