A key you control
Your workspace is encrypted with your own key. Withdraw it, and we can no longer read what is inside.
Rather not run the servers yourself?
Then we can host Muninark for you in the EU. You connect your sources and your models, and your knowledge lives in a workspace of its own.
Your workspace
Kept apart from everyone else’s.
Each organization gets a workspace of its own, with its own database and its own knowledge. Nothing in it is shared with another customer, and it is stored in the EU. Model calls go to the endpoints you choose, so where they run is your decision.
An audit you read
Every change in your organization and every action of our staff is in an audit log you can read.
A second pair of eyes
Sensitive changes, such as deleting what was read from a source, need a second person’s approval.
Your models
We do not run models for you.
Muninark uses the model services you connect, under your own agreements with them.
- Endpoints you choose · Any service compatible with the OpenAI API, such as LiteLLM, vLLM or Azure OpenAI.
- A model server of your own · Run your models inside your network, for example a GPU machine with LiteLLM in front of it. Muninark reaches it through the gateway, and no outside model service sees your data.
Your sources
Read only, and nothing installed.
Sources sign in with read-only tokens you create for a service account. Nothing of ours is installed in your systems, apart from the optional gateway for what sits inside your network, which only connects outward and keeps its secrets on your side.
Sources, the gateway and how they sign inHow it runs
One panel, from sources to answers.
- Connect your sources and models, and choose what to read.
- Start a run. The panel shows its progress and anything waiting for your decision.
- The knowledge is built once and refreshed when you ask. Automatic refresh can be arranged.
- Your people and your AI agents query it through MCP, with the same access rules.
Where it runs
Three ways to deploy.
The product is the same in each. What changes is who operates the infrastructure.
Hosted by us
A workspace we run for you, with your data in the EU.
In your own cloud
The same service, running in a cloud account of yours.
In your environment
Muninark installed on infrastructure you operate, as described under security and deployment.
Talk to us about a hosted workspace.
Tell us which sources and models you would connect. Hosted workspaces are opening step by step, starting with selected cases.