AI that knows
your organization.

Securely connect AI to any of your data, wherever it lives, with sources cited and permissions respected.

See Liminal

AI is only as useful
as its context.

The leading models know a great deal about the world and nothing about your organization. Connecting them to internal data usually means moving it somewhere security can't see. Liminal connects AI to your data inside your single-tenant service, with existing permissions respected and sensitive data protected before it reaches a model. You decide what to connect, and when.

Answers grounded
in your sources.

Liminal connects to your systems through MCP, searches your document repositories, and shows exactly where every answer came from.

Liminal answering whether an adjuster can approve a claim settlement, citing a live Salesforce claim record with status, settlement value and adjuster fields, plus a SharePoint authority matrix and a Google Drive escalation policy.Liminal answering whether an adjuster can approve a claim settlement, citing a live Salesforce claim record with status, settlement value and adjuster fields, plus a SharePoint authority matrix and a Google Drive escalation policy.

How it works

  1. 01

    Connect your sources

    Use Liminal's MCP and Enterprise Search capabilities to link thousands of systems, from Salesforce and ServiceNow to SharePoint and Google Drive.

  2. 02

    Keep permissions intact

    Liminal respects existing access controls, so people only get answers from data they're allowed to see.

  3. 03

    Ask with context

    The most relevant content is retrieved and ranked for each question.

  4. 04

    Check the source

    Every answer cites where it came from, so people can verify before they act.

Richer context,
same protection.

Connected data makes AI far more useful, and raises the stakes on what goes into a prompt. Liminal protects sensitive information before any prompt reaches a model.

Questions from
technology leaders.

Do we need to connect our data to use Liminal?

No. Many organizations start with secure access to the leading models and connect data sources when they're ready.

Which data sources can Liminal connect to?

Through MCP, Liminal connects to virtually any system that makes its endpoints available, from business applications to internal tools. Enterprise Search adds document repositories such as SharePoint, Google Drive, Box, and Confluence.

How are permissions handled?

Enterprise Search follows the permissions in each source system, so answers only draw on content each person is allowed to see. Connections people authorize with their own accounts work the same way.

Does our data leave our environment?

Your Enterprise Search index stays in your single-tenant Liminal service. Only the relevant excerpts are sent to the model as context, and sensitive data is protected before any prompt reaches a model.

Put your knowledge
to work.

Tell us about your team and we'll show you how Liminal fits your environment.

See Liminal