Cloud models
Hand Operator a Task
Makina's cloud has what a task needs: a catalog of hosted models and a computer of its own for your agent. Describe the work in plain words, answer what it asks, and check what it did.

- GPT-5.6 Luna
- Qwen3.8 Flash
- Kimi K3
- Grok 4.7
- GPT-5.6 Sol
Why People Start in the Cloud
Nothing to install
Operator runs in your browser and its computer runs in our cloud. Sign in with Google or a code sent to your email.
A computer of its own
Your agent works on its own cloud desktop, with a browser, a terminal and files, so your machine stays yours.
Your yes, when it counts
It asks before anything with consequences, never asks for a password, and never moves money.
The model is your choice
GPT-5.6 Luna does the work unless you pick another model from the catalog for a task.
A record you can check
Every step is sealed into a journal, and every consequential action carries a signed receipt.
Plans by the month
Free with no card, or Starter and Pro for more use, paid monthly. Every task stops at its budget.
How a Task Goes
Describe it
Say what you want done and what a good result looks like, the way you would to a capable assistant.
Answer what it asks
It works on its own and stops for you before anything with consequences.
Check what it did
Read the journal, open the replay, and download what it made.
What People Hand to Operator
Research Across Sites
It reads across many sites and comes back with the answer and the links it used.
See the use case about research across sitesBack-Office Work in Web Apps
It works through the web tools your team already uses, and asks before it saves.
See the use case about back-office work in web appsData Pulls and Reports
It gathers figures from pages and files into a spreadsheet and a summary.
See the use case about data pulls and reportsDev Chores in a Terminal
It clones, upgrades, runs the tests and reports, in a terminal of its own.
See the use case about dev chores in a terminalSupport and Operations
It works the queue, looks things up and drafts replies for you to approve.
See the use case about support and operations
“A copilot improves a task. A well-designed agentic system changes the throughput, quality, and economics of an outcome.”
Everything a task needs, in one console. Each part does one job and shows its work.
Your Computer
Every agent works on a computer of its own, with a browser, a terminal and files.
Learn more about your computerModels
Hosted models from Makina's catalog, or your own models on your own GPUs.
Learn more about modelsApprovals and Takeover
Decide how much it does alone, answer what it asks, and take the screen when it needs your hands.
Learn more about approvals and takeoverJournal and Receipts
Every step sealed into a journal, and a signed receipt for every consequential action.
Learn more about journal and receiptsWhen the work is sensitive, bring it home. Run the same agents on your own servers, with your own models, and keep the data where it is.
Private deploymentsSecurity 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