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Business application

AVRAI Business operator portal

A clean business workflow for operators to teach AVRAI what their place is, review what AVRAI understands, approve suggestions, and keep receipts.

Operator workspace
What needs attention?
Business truth
operator owned
Action authority
approval required
Customer data
aggregate only
Runtime state
shadow readback
Current scenario

Friday night after a local venue lets out

A nearby show ends at 9:45 PM. AVRAI thinks your business may fit a post-event crowd, but only if the operator approves the framing.

Local event timing creates a short opportunity window
Business vibe is casual, lively, and late-friendly
Kitchen closes soon, so the suggestion should not overpromise food
Selected page

Attention first

The operator opens to the few items that need review instead of a wall of settings.

  • Setup progress and profile health
  • Pending suggestions that need approval
  • Recent changes and support shortcut
Live app flow

Operator review loop

intentcontextoptionsapprovalreceipt
AVRAI Businessdemo
What needs attention

Friday night after a local venue lets out

Local event timing creates a short opportunity window
Business vibe is casual, lively, and late-friendly
Kitchen closes soon, so the suggestion should not overpromise food
Home screen

Attention first

The operator opens to the few items that need review instead of a wall of settings.

Options and readback
Why this option

Publish a limited late menu note

AVRAI can suggest the business for drinks and small plates, not a full dinner promise.

Nearby event timing matches a real customer moment
Late-friendly vibe is already in business context
Offer stays inside current kitchen limits
Next action

Approve the short note or edit the closing constraint

Receipt preview

Operator approval receipt

The business approves a narrow after-concert suggestion. AVRAI keeps the closing-time constraint attached for future suggestions.

business-context:after-concert-fitoperator-approval:limited-late-noteavoid-note:no-guaranteed-seating