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LightOn

Run hybrid search and grounded RAG over a private LightOn document index from Claude or ChatGPT, through Tulina's own MCP server for sovereign retrieval.

Official site: lighton.ai

What it can do

1 read/1 write

  • 01
    Write

    Run hybrid search over an indexed document set

  • 02
    Read

    Parse and extract from documents

Access runs through fields held in the vault rather than a shared password, and can be revoked without touching code. A knowledge base often holds more than the task at hand needs; access should track the task, not the whole store.

How do you connect LightOn to Claude and ChatGPT?

Through Tulina's own MCP server. Run a hybrid search over your indexed documents, ground an answer in what comes back, and parse or extract from a document — from the same chat as Claude or ChatGPT, on infrastructure that stays under your own control.

Why through Tulina

The connection was never the hard part.

Most systems now publish their own way for a model to reach them, and that is good: it is what Tulina connects to. The hard part is deciding who may use it, what it is allowed to return, and what the model knows before it asks.

  • The keys stay in one place

    YouTeamOrganisation

    Connect LightOn once. The credential is encrypted in a vault, never held in clear, and never pasted into a chat or a workflow file. A person uses their own key where they have one, their team's where they do not, the organisation's after that, so nobody is blocked and nobody holds more access than they need. Revoke it once and everything running on it stops.

  • What leaves is filtered before it leaves

    fields droppedmasked or hashedpseudonymised

    Roles decide who can reach LightOn at all. Beyond that, a policy on the connector itself decides what comes back. The data is minimised at the source rather than after it has already reached a model.

  • Every call is on the record

    whatwhowhen

    Runs are logged for the organisation. That is what makes an automated action reviewable after the fact, and it is what a security review asks for first.

  • The run starts knowing your company

    namingkey accountsdecisions

    A direct connection gives a model access. It does not tell it how your company names things, which accounts matter, or what was decided last quarter. Tulina carries that across every tool, so the same request against LightOn returns something usable instead of something generic.

Processes that run on LightOn

None published yet.

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