Core value
Miss any one of them and AI stays where it is: a few people trying it privately. With all three, you can hand it to one department and then to the company.
Core value
Without all three, AI stays where it is: a few people trying things on their own accounts. With all three, it can be handed to a department, and then to the company.
One entry point
Signing in takes an employee straight to the projects they may access. The runtime, the models, the agents and the keys are already configured. Work that used to sit in personal accounts and personal laptops returns to the project.
One set of permissions
Project roles set the models, tools, files and actions available. Agents that support permission prompts request approval before running a tool or a command. Opening up access is not the same as opening up the boundary.
One ledger
Who started it, which project, which workspace, which model, how many tokens and how much money, all on the same record. Enough to review the work, charge it back, or hand it to someone else.
You need not confine everyone to a single AI tool. We manage the models, agents and workspaces that are already integrated and licensed. During a pilot we check interfaces, licensing and deployment conditions item by item.
How it lands
After six steps, a piece of AI work has an entry point, a boundary and a ledger entry. None of it is an extra approval layer; it is the path the employee would follow in any case.
An employee signs in through the platform and starts inside a project they may access.
The employee requests an environment; an administrator reviews and assigns resources.
The workspace exposes the models, agents, project files and tools configured by the company.
Project roles limit access. Supported agents request approval before running tools or commands.
User, workspace, project, runtime, model, status and token usage remain searchable.
Projects, files and sessions can be shared by role and expiry, then revoked when needed.
Three pages set out how each one works in the product.
Pick work your team does every week and we will confirm how the entry point, the permissions and the ledger each land.
