01 / VERIFY
Know who is asking
Check customer context before an order record is returned.
Support intelligence, connected
Answers that know what’s happening.
Give your support team accurate order context without handing an AI assistant the keys to your database.
Concept demonstration · designed and built by Mustafa Aswadi
Customer question
“Where is my order, and can I still cancel it?”
Grounded responseYour order is in production. Cancellation is no longer available at this stage. Your support team can review the latest details and next steps.
✓ Customer verifiedOrder statusCancellation flag
Least privilegeLive operational contextClear escalationHuman oversight
Built for real workflows
Connect the answer to the right source.
A useful assistant starts with a narrow question and a reliable, permissioned path to the answer.
02 / RETRIEVE
Share only what’s needed
Expose a focused read-only endpoint instead of unrestricted database access.
03 / RESPOND
Make the status useful
Return clear states and flags that support a helpful answer or handoff.
Your data. Your boundaries.
Make AI support useful without losing control.
Need a secure connector, a customer-facing workflow, or help taking an AI support idea into production? Let’s map the right scope.