What this demo proves
The manual pain
Quote teams read formulas, labels, costs, packaging, MOQ, and margin rules by hand.
The automation
Workflow AS extracts the request, matches ingredients, applies quote rules, and prepares the worksheet.
The human stop
Missing costs, unclear ingredients, and approval-only actions are routed to review.
The result
The quote becomes review-ready faster, with exceptions and source context visible.
- Capture formula and packaging request.
- Match ingredients to cost and inventory data.
- Apply MOQ, margin, and review rules.
- Create quote worksheet and exception list.