What you are paying for
A control plane, not a productivity tool.
The capability — any model, the real computer, building apps, autonomous work — is the easy part. What an organization pays for is the operational control around it: who can do what, against which systems, with what proof, and at what cost.
Governed access to real systems.
AI reaches your tools, data, browser, and internal systems only through governed capabilities — classified, approval-aware, and scoped — never as a raw toolbox handed to a model. You decide what is read-only, what needs sign-off, and what is off-limits.
Proof of every action.
Every consequential action is approved and recorded in a tamper-proof trail: what was done, who approved it, what changed, and where results went. Administrators get audit-ready, read-only views instead of trusting a chat transcript.
Control over spend.
Bring your own model providers and keep your own rates — Cuttlefish never marks up tokens — while administrators set budgets, meter usage by team, and keep AI spend predictable across the organization.