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πŸ”’ Private & Local AI

For funds that can't send data to a public AI cloud, the same agents run on open-source models entirely inside your own infrastructure.

Some funds can't send data to a public AI cloud, and they shouldn't have to. We deploy the same agents on open-source models that run entirely inside your own infrastructure, with the guardrails and audit logs you'd get from any Fume deployment. The only difference is that no data ever leaves.

Every Fume agent lives in its own dedicated virtual machine, so it can run wherever your data needs it. For most funds that machine sits in a managed deployment and uses frontier models. For funds with stricter requirements, the same machine sits on your own servers and runs local models instead.

On your infrastructure

Open-source models run on your own servers or in your private cloud. Investor data, positions, and documents stay inside your firewall.

No third-party AI cloud

Your data never touches a public model API, and nobody trains on it. Since there's no AI vendor in the chain, compliance has nothing new to review.

Proven in production

We already run fully on-prem deployments for managers: Docker stacks on their own infrastructure, with their own keys, monitoring, and database.


Handling data that can't go to the cloud? Talk to us about a local deployment.