A safe place for AI to work on real data. Sandbox.
Every run gets a sealed space dedicated to it. It builds, tests and proposes; anything that would change live data waits for a person to say yes.
Human approval for every big change. You decide what goes live.
Everyday work just happens. Big changes arrive as one plain question. Some things are never the AI's call, however it asks.
Acme Org / portal sandboxWorking
- 09:02Added a delivery window column to ordersEveryday work
- 09:14Built the returns page for the portalEveryday work
- 09:31Merged 6 duplicate customersEveryday work
- 09:40Tried to read the payment keysRefused. Keys are never shown to the AI.
- 09:52Replace 2,340 rows in orders with corrected delivery dates?
- Just happens0 todayNew tables, new pages, fixes. Logged with its name on it.
- Waits for you0 todayReplacing or deleting live data. One plain question, yes or no.
- Never the AI's call0 todayErasing for good, going live, adding people, seeing keys.
Security, built in. One less thing to worry about.
- DDoS protection at the edge
- Managed encryption keys
- Isolated by default
- The AI never sees your passwords or keys
- Keys are sealed on arrival and never shown again
- Nothing reaches the outside without your say
- Every run works alone and starts clean
- Roles decide who can see and change what
- Key actions are logged, with who did them
One platform. Every part stands on the same data.
- NexusEvery record in one place that cleans, checks and keeps every version.
- StudioAI builds apps, agents and models on your data, and asks before big changes.
- AgentsAutomations described in plain words that run on a schedule or the moment data moves.
- BuddyReviews every change the AI makes, suggests what to build next, and fixes it in one click.
- ConnectionsConnect any app, API, database or bucket by describing it in plain words.
- ModelsFind any model on Hugging Face, then use, fine-tune or host it by describing what you need.
- Knowledge graphCustomers, orders, suppliers and documents, linked into one map.
- DeployShip from GitHub with private previews, scaling and one-click rollback.
- AI harnessBring Claude Code, Codex or Cursor into a shared workspace, each person on their own account.
- DevelopersA Python SDK and a command line for everything the web app does.