AI PREPARATION WITHIN YOUR SCOPE

An AI counterpart grounded in the context of your work.

Investigate permitted context, draft the next step, and surface evidence for human review — within the scope you authorize.

Twin prepares
You review

Start with a question that matters

  • What has changed in this account since the last review?
  • Which commitments are affected by this technical issue?
  • What evidence supports this recommendation?
  • What information is missing before we can decide?
  • What follow-up would move the work forward?

What the Twin is allowed to do

Move from an answer to a proposal

Use the context to prepare a summary, a draft communication, an investigation plan or a proposed action.

Keep delegation bounded

The Twin operates within its delegated scope.

Use the capabilities your environment permits

Model and tool availability follows the supported host interfaces and provider permissions in your environment.

Understand how actions are governed.

Your workspace follows your permissions. You stay in control of every action.