The most useful AI knows when to ask.
Human approval is a design choice, especially for decisions with real business consequences.
Think. Connect. Automate.
Separate preparation from action
An assistant can classify mail, summarise a meeting or draft a response. Sending an agreement, approving an expense or changing a sensitive record needs a different level of control.
Use the right context
Connect only the documents and systems the task requires. Apply role-based access, show sources where possible and define what happens when information is missing.
Make the exception path explicit
Route uncertainty to the right person. Record approvals and failures, and review the workflow with the team. The aim is dependable assistance, not autonomy for its own sake.