What Liminal does

Liminal (legal entity Liminal AI, Inc., incorporated in Colorado; previously known as Tenon) is an AI security, governance, and enablement platform purpose-built for regulated enterprises. The platform sits between users and external large language models, applying a proprietary detect-protect-rehydrate architecture that context-aware masks sensitive data before prompts leave the enterprise and rehydrates protected terms on return, preserving prompt intent and user experience. Core products include Liminal Spaces (multi-model chat), Liminal Enterprise Search (RAG over organizational data), Liminal Console (governance and observability), Liminal Insights (usage analytics), Custom Assistants, an SDK in Python, TypeScript, and .NET, and desktop and browser deployment options. The platform wraps models from OpenAI, Anthropic, Perplexity, and Google into a single governed environment.

Liminal sells primarily to regulated verticals — banking and credit unions, healthcare, financial services, insurance, biotech and life sciences, and education — addressing HIPAA, GLBA, SOX, PCI DSS, and FERPA-driven constraints on AI adoption. Revenue is generated through flat-rate per-seat annual subscriptions, with quote-based enterprise contracts and a growing channel motion through Managed Service Providers. Disclosed enterprise customers include Delta Dental of New Jersey/Connecticut and Northern Arizona Healthcare; the company is also a Temasek-founded venture creation group that has incubated motif, an AI wealth advisory platform whose Clarity product is contracted by financial institutions covering over 1.5 million end users and billions in assets under management.

The company has raised approximately $30M+ in disclosed funding across an oversubscribed $5M+ seed (June 2024, led by Fin Capital), an $8.5M Series A (April 2025), a $4.7M Elevation Capital-led tranche (April 2025), and an additional ~$11.98M raise (November 2025). It holds HIPAA, SOC 2 Type 1, and SOC 2 Type 2 certifications, with ISO 27001, HITRUST, and NIST AI RMF alignment in progress, and is built on ServiceNow. Operational headquarters are in Denver, Colorado, with 11–50 employees.

Name

Liminal

Legal name

Liminal AI, Inc.

Website

https://liminal.ai

Company type

Private

Founded year

2023

Operating status

Operating

Headcount range

11–50 employees

Short description

Liminal is an AI security and governance platform that enables regulated enterprises in healthcare, banking, insurance, financial services, biotech, and education to deploy multi-model generative AI (OpenAI, Anthropic, Google, Perplexity) with built-in data protection, compliance, and observability controls.

Ownership category

akta.pro rank

Product category

AI Security and Governance Software

NAICS

Software Publishers (5132), Computer Systems Design and Related Services (54151)

SIC

Services-Prepackaged Software (7372)

akta.pro primary industry

Confidential AI & Privacy-Preserving ML (federated learning, MPC, HE, TEEs) (HDAAAKAI)

akta.pro secondary industries

Secure Model Deployment & Runtime Protection (sandboxing, isolation) (HDAAAKAH), Privacy Management (Consent, DSAR, RoPA) (HDADAFAH)

Keywords

• AI security platform
• Generative AI governance
• AI data protection
• Enterprise AI enablement
• Regulated AI compliance

Headquarters

HQ city

Indianapolis

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations

Revenue model

1. Subscription - Per-Seat Pricing: Liminal operates on a flat-rate per-seat pricing model for its secure multi-model AI platform. The platform consolidates multiple AI models including OpenAI, Anthropic, Google, and Perplexity under this per-seat structure, with features that sanitize sensitive data before reaching external LLMs.
2. Enterprise Platform Licensing: Enterprise-grade security and unlimited model access delivered as a platform subscription, with different organizational capabilities (productivity, security, experience) bundled within the platform.

Pricing tiers

Go-to-market motion3 records

Distribution channels7 records

Marketing channels8 records

Core offering

Liminal develops an AI security, governance, and enablement platform that enables regulated enterprises to safely deploy and consume multi-model generative AI (OpenAI, Anthropic, Google, Perplexity). The platform applies a detect-protect-rehydrate architecture to mask sensitive data before it reaches external LLMs, restore it on output, and provide centralized governance, access control, and observability across the organization. It is delivered via a web app, desktop application, browser extension, and developer SDK.

Product overview

Liminal offers a unified platform architecture consisting of core products and add-on modules. The Liminal Platform serves as the central AI security, governance, and enablement solution. Core products include: Liminal Spaces (secure multi-model chat), Liminal Enterprise Search (RAG-powered organizational knowledge access), Liminal Console (central governance hub), Liminal Insights (usage analytics), and Custom Assistants. Supporting modules include the Liminal SDK (developer integration), Desktop Application, and Browser Extension. Key platform capabilities include Intelligent Masking for context-aware data protection and Rehydration for seamless output processing. The platform enables regulated enterprises to deploy multi-model AI (OpenAI, Anthropic, Perplexity, Google) without vendor lock-in while maintaining data protection, governance, and observability.

Differentiator

Problem solved

Functional benefit

Products and services

• Liminal Platform The core Liminal AI security, governance, and enablement platform that provides secure multi-model AI access, data protection, governance controls, and observability for regulated enterprises. It is built on ServiceNow.
• Liminal Spaces Secure multi-model chat interface providing unlimited usage of AI models from OpenAI, Anthropic, Perplexity, Google, and other providers with total data protection and no vendor lock-in.
• Liminal Enterprise Search RAG-powered enterprise search enabling secure access to organizational knowledge regardless of where data resides (Google, Microsoft, local systems, or cloud) with governance-aware access controls.
• Liminal Console Central AI governance hub providing granular security controls, customizable access management, and real-time observability for enterprise-wide compliance and oversight.
• Liminal Insights AI analytics engine that transforms AI usage data into actionable intelligence to measure business impact, identify opportunities, and accelerate adoption across the organization.
• Custom Assistants Capability to build and share secure, custom multi-model assistants configured with natural language, file uploads, and internal data connections, with auto-select model capability.
• Liminal Desktop Application Desktop application providing preferred AI models available wherever work gets done, with seamless workflow integration and consistent experience across platforms.
• Liminal Browser Extension Browser extension that keeps AI capabilities a click away, enabling flexible access for regulated environments without disrupting existing operational requirements.
• Liminal SDK Multi-language software development kit (Python, TypeScript, .NET) that enables developers to incorporate AI security controls into employee or customer-facing applications in approximately 4 lines of code, with streaming response support.

Quantifiable outcome

• 22 hours monthly time savings per physician with Liminal-secured generative AI in a 1,000-person healthcare organization
• +15 more outcomes

Named customers3 records

Segments7 records

Ideal customer profiles7 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability8 records

Feature10 records

Partnerships

Five partnerships are on record, tiered core.

• motifcoreStrategic or Co-development Partner · 22 May 2026motif is backed by Liminal (a venture creation group founded by Temasek) and launched Clarity, a first-of-its-kind AI financial intelligence system designed for financial institutions. Multiple financial institutions have signed contracts with motif ahead of launch, representing over 1.5 million end users and billions in assets under management.
• OpenAIcoreTechnology or IntegrationLiminal provides unlimited secure access to OpenAI's models as part of its multi-model AI platform, with data sanitization features that protect sensitive information before it reaches external LLMs.
• AnthropiccoreTechnology or IntegrationLiminal provides unlimited secure access to Anthropic's Claude models as part of its multi-model AI platform, with complete data protection, access control, and observability.
• Google (Gemini)coreTechnology or IntegrationLiminal provides unlimited secure access to Google's AI models (including Gemini) as part of its multi-model AI platform, enabling enterprises to leverage Google's models with enterprise-grade security.
• PerplexitycoreTechnology or IntegrationLiminal provides unlimited secure access to Perplexity's AI models as part of its multi-model AI platform, consolidating multiple AI model providers under a single governed platform.

Scale indicators6 records

Recent moves7 records

Expansion highlights7 records

Direct peers

• Netskope: Netskope is a cloud-native security platform with explicit AI/GenAI data security and governance capabilities (Netskope One platform). It competes directly with Liminal in the regulated-enterprise security segment, with multi-model LLM protection, DLP, and governance offerings targeting CISOs in financial services and healthcare.
• Zscaler: Zscaler offers Zero Trust security with AI-driven data protection for enterprise traffic, including emerging capabilities around LLM traffic inspection and AI workload security. It competes with Liminal's enterprise security and governance positioning for regulated-industry customers.
• Securiti: Securiti is a data security and AI governance platform offering sensitive data discovery, consent management, and AI-access controls. It competes directly with Liminal's intelligent masking, rehydration, and data protection features across regulated verticals.

Broad incumbents

• Palo Alto Networks (Prisma / AI Security): Palo Alto Networks offers Prisma Cloud and broader AI/ML security capabilities through its Cortex and Strata platforms. As a broad incumbent cybersecurity vendor, it overlaps with Liminal's regulated-enterprise security positioning and can bundle AI governance features into existing enterprise contracts.
• Microsoft Purview: Microsoft Purview provides data governance, compliance, and AI risk management capabilities across Microsoft 365 and Azure AI services. As a broad incumbent, it competes with Liminal for enterprise AI governance spend, especially among Microsoft-centric regulated customers.
• Cloudflare (Cloudflare One / AI Gateway): Cloudflare offers AI Gateway and Workers AI with built-in data protection, governance, and observability features. As an incumbent edge-security platform, it provides overlapping AI security capabilities to Liminal's regulated-enterprise customer base at scale.

Emerging players

• Cyera: Cyera is an AI-era data security platform that classifies and protects sensitive data across cloud environments, with growing capabilities around LLM and AI workload protection. It overlaps with Liminal's data-detection-and-protection approach for regulated industries.
• OneTrust: OneTrust is a privacy, governance, and AI governance platform offering consent management, DSAR automation, and AI model risk management. It competes with Liminal's governance and observability features, particularly in regulated industries with heavy privacy compliance mandates.
• Nightfall AI: Nightfall AI is a data loss prevention platform purpose-built for AI applications, detecting and protecting sensitive data sent to LLMs. It is a direct emerging competitor in the AI data-security niche Liminal addresses.
• Skyflow: Skyflow is a data privacy and AI security vault offering tokenization, encryption, and LLM-call protection for enterprises. It overlaps with Liminal's regulated-industry positioning through API-first sensitive-data protection services.

Market position

Strengths4 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights6 records

Customer concentration

• Xtwitter.com/tenonhq
• LinkedInlinkedin.com/company/tenonhq

Compliance6 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Funding overview

Funding rounds2 records

Investors5 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Liminal