Stoke / Use cases

Your work.
Your use case.

A spare computer, a confidential document, an agent that will not stop retrying. Start with the problem you need to solve.

Developers & small teams

Give your idle computer a job

Your laptop is busy. Your other computer has room. Send separate model requests to the machines you already own through one Stoke endpoint.

Teams handling confidential data

Summarize a client’s unreleased plans on approved private infrastructure, without a cloud fallback quietly changing where the document goes.

Agent builders & agencies

A coding agent can keep paying to revisit the same error. Put a metered budget and loop protection in front of its next model request.

IT & internal AI teams

The next internal assistant needs model access, not another copy of an upstream credential. Keep provider keys at the gateway.

Platform & DevEx teams

A teammate closes the laptop serving your model. Give eligible requests another approved destination without reconfiguring every app.

Engineering & support teams

Keep useful troubleshooting context while filtering recognized secrets from supported message content before an approved cloud request.