Agents That Do Real Work, Where You Need Them
Makina is a consultancy for vertical AI deployments and the maker of Operator, an agent with a computer of its own. We design, host and run private AI with you, and we build the agent that does the work, in our cloud or on servers you own.
Consulting
Private AI designed, hosted and run with you: the infrastructure, the models, the workflows and the approvals, on Exos Private Cloud or your own servers.
Consulting: how we workProduct
Operator, an agent that does the work you describe on a computer of its own, in our cloud or on your servers.
Product: meet OperatorWorking with
Give Your Work a Computer of Its Own
Operator is an agent that does the work you describe on a computer of its own, in our cloud or on your own servers. It asks before anything with consequences and keeps a record you can check.
Hosted Models, or Your Own
GPT-5.6 Luna
Qwen3.8 Flash
Kimi K3
Grok 4.7
GPT-5.6 Sol
Your own models
Your Infrastructure or Ours
Every agent gets a computer of its own, asks before anything with consequences, and keeps a record you can check, in Makina's cloud or on servers you own.
Cloud Models
Describe the work in plain words. Operator does it on a cloud computer of its own, with a model from its hosted catalog.
Cloud modelsPrivate Deployments
Run Operator on your own servers, with your own models. The agents, the models and the data stay on your infrastructure.
Private deploymentsEvery Agent Gets a Computer of Its Own
A browser, a terminal and files on a desktop that is nobody else's. It pauses when nobody is using it and picks up where it left off, with its windows, programs and files as they were.
About the computerWhat Operator Brings to Every Task
Your computer
A desktop of its own with a browser, a terminal and files, so it can use sites and tools the way you do.
Learn more about your computerModels
Hosted models from Makina's catalog, or your own open-weight models on your own GPUs.
Learn more about modelsApprovals
Anything with consequences waits for your answer: allow once, always allow, or deny.
Learn more about approvalsTakeover
Take the screen when a site needs your hands, like signing in. Operator waits until you hand it back.
Learn more about takeoverJournal and receipts
Every step sealed into a journal that shows if anything changed, and a signed receipt for every consequential action.
Learn more about journal and receiptsPrivate deployments
All of it on infrastructure you own, through Exos Private Cloud or on servers you already run.
Learn more about private deployments
“A copilot improves a task. A well-designed agentic system changes the throughput, quality, and economics of an outcome.”
See a Task From Start to Finish
Request access
Describe the task in your own words.
Answer what it asks, in place.
Take the screen when it needs your hands.
Check every step it took.
Download what it made.
Security You Can Check
Run Operator on your own infrastructure or in ours. Either way it asks before it acts and writes down what it does, so you can check its work instead of taking its word for it.
More about security