WWalli-AI Capabilities
Capabilities/Building your own
Describe it, confirm it, undo it

Building your own

Every catalog runs out eventually. What matters is what happens then, and whether extending the system is a support ticket or something you can do on a Tuesday afternoon.

Maestro

Say what you want automated.

Maestro reads your workspace, works out what would have to exist to do what you asked, and shows you the plan before building anything. You confirm the parts you want. It builds those and nothing else, and every step it took can be undone afterwards.

It streams as it works, so you watch it investigate and reason rather than staring at a spinner and hoping. When it is done, the automation is a real one sitting in your workspace, editable like any other.

A proposed multi-step plan inside chat, with each step listed in order and controls to run, edit or skip it.
The plan comes first, always. Every step is visible and editable before anything runs, and you can skip the ones you did not want.
Two more builders

For when you want to write it yourself.

Tool Studio

Write your own tool against any API you have a key for, and run the draft to see exactly what it would have called, before you save it and before any agent can use it. Approving a tool is a deliberate act by an admin.

Conversational workflows

Build or refine an automation by describing it rather than filling in a form, then edit the result directly if you want to.

You describe itIn your own words It reads your workspaceWhat already exists It shows the planBefore building anything You confirmOnly what you picked It builds And every step it took can be undone. PROPOSE, CONFIRM, UNDO
The shape every builder in the product shares. Nothing is created from a description alone, and nothing that was created is beyond reversing.
The pattern underneath

Propose, confirm, undo.

Maestro, the Coordinator and the follow-up system all share the same shape: the platform works out what should happen, shows you, does only what you approved, and keeps the ability to reverse it. That is the difference between an automation you can adopt and one you have to supervise.

What is actually running underneath?

For the person who wants to know what is running underneath all of this.

What you are actually buyingAll areas