1. [Home](https://www.g2.com/) 2. ... 3. [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure) 4. [Liminal AI Discussions](https://www.g2.com/products/liminal-ai/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_8b4b71b784fd8f652b068c955590fbe4/liminal-ai.jpeg "Product Avatar Image") ](/products/liminal-ai/reviews) [ Liminal AI ](/products/liminal-ai/reviews) (23)4.3/5 Liminal is the way enterprises securely run AI. Liminal is a secure AI enablement platform that acts as a central hub for organizations to safely access and administer AI. Employees get unlimited access to the latest models from every leading provider through a single platform. Security and compliance teams get policy enforcement, data protection, and complete visibility into every interaction. The platform is built for organizations operating under real regulatory obligations, including financial services, banking and credit unions, healthcare, insurance, education, state and local government, and life sciences. Unlimited access to multiple models Liminal provides unlimited governed access to the leading AI models from Anthropic, OpenAI, Google, xAI, and other providers. Employees choose the right model for the task without worrying about token limits, separate contracts, separate security reviews, or separate controls for each provider. Connected to enterprise data Liminal connects to the systems where work already happens, so employees can bring organizational context into AI workflows without moving data into unmanaged tools. Access follows existing permissions, and the same protection policies apply whether information comes from a prompt or a connected source. Best-in-class security Sensitive information is detected and protected inside the prompt before it reaches any model, then restored in the response, so output stays useful while protected data remains within the organization's control. Policies are defined by data category and applied automatically: mask, redact, warn, or block. Single-tenant architecture, role-based access control, and SSO integration support the requirements regulated industries operate under. Total observability Every AI interaction is logged in a form that satisfies audit and regulatory requirements: who used which model, what policies applied, what was protected, and what was returned. Organizations can demonstrate compliance from records generated at the time rather than reconstructing evidence after the fact, and AI activity can be reviewed alongside other security events in existing infrastructure. Most cost-effective Liminal delivers enterprise AI access at 40 to 60 percent lower cost than ChatGPT Enterprise, Claude Teams, or Microsoft Copilot subscriptions. One platform replaces per-provider licenses, redundant security reviews, and the internal engineering cost of building governance infrastructure. Organizations get access to every leading model, not just one, for less than the cost of a single provider. Built for regulated industries Liminal supports requirements across HIPAA, GLBA, FERPA, CJIS, SOC 2, HITRUST, the EU AI Act, and sector-specific frameworks, applying protection policies and audit logging that match what examiners and auditors ask for. In regulated environments, having controls is not the same as being able to evidence them. Liminal is the secure, flexible, and cost-effective way organizations deploy AI. One platform for every model, with the comprehensive controls regulated industries demand. Show More When users leave Liminal AI reviews, G2 also collects common questions about the day-to-day use of Liminal AI. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion. * * * ### 45.0 Nps Score ### All Liminal AI Discussions Search Most CommentedMost HelpfulCommon QuestionsNewest All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Common Questions Newest Filter by All Discussions Discussions with Comments Common Questions Discussions without Comments Sorry... There are no questions about Liminal AI yet. ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/liminal-ai/discussions/new) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_8b4b71b784fd8f652b068c955590fbe4/liminal-ai.jpeg "Product Avatar Image") ### Have you used Liminal AI before? Answer a few questions to help the Liminal AI community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fliminal-ai%2Fdiscuss%3Fsmall_ask%3Dliminal-ai) No