Let people change what they’re allowed to. Nothing more.
Ambit is a purpose-constrained AI environment. People steer real work in plain language — while every change stays inside a scope you define, previewed and approved before it goes live, audited and reversible after.
Safe, bounded self-service — in plain language
Give a manager, a team, or a client a natural-language way to adjust the work you built for them — the criteria behind an AI-generated flyer, the rules on a page, the settings that matter — without the ability to break or escape that scope.
The governing principle is simple: security and scope live in the tool layer, not the prompt. Assume the prompt will be defeated — and design so that nothing bad happens when it is.
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- SCOPE
Change only what's in scope
Each project exposes a fixed allow-list of validated actions. Anything outside it is rejected structurally — not asked of the model politely, but refused at the tool layer.
- APPROVE
Human approval on every write
Nothing changes silently. Each action is previewed as a diff and waits for an explicit approval; declining aborts cleanly and leaves nothing behind.
- GUARDRAILS
Defense in depth
Prompt-injection detection, secret-leak checks, and rate and budget limits run at every stage — input, retrieval, tool call, and output. Baseline rules can't be edited away.
- AUDIT
Auditable and reversible
Every prompt, tool call, and configuration change is logged. Configuration is versioned data with an author, a timestamp, and a rollback — not a mystery setting.
- SECRETS
Credentials never touch the prompt
Secrets are referenced, not inlined — injected server-side at the moment of execution and never present in the prompt, the context, the UI, or the logs.
- MODELS
Provider-agnostic
Run on a commercial model or a self-hosted open one, and swap by configuration. Models that can't call tools safely are gated out; budgets and fallbacks are built in.
Built for where the sensitive work lives
Everything is configuration, and configuration is versioned data — so Ambit runs where your data has to stay, under the controls your organisation already requires.
Multi-tenant by design
Schema-per-tenant isolation with role-based access — one tenant can never read another's data or configuration.
On-prem and air-gapped
One artifact, many deploy targets: managed, self-hosted, or fully air-gapped with a co-located local model and zero external calls.
Least privilege throughout
Every tenant, project, and tool gets exactly the access it needs — and onboarding a new client is pure configuration, not code.
Put a safe AI surface in front of your team
Tell us what you'd want people to change — and what must never move. We'll show how Ambit draws that boundary and holds it.