Instant Invoice → Ready-to-Send Output
Convert simple order inputs into accurate, price-perfect invoices using deterministic logic.
The Problem
Quote creation is repetitive and prone to manual calculation errors.
Pricing varies significantly based on specific options (e.g., embroidery type, materials).
Slow turnaround times lead to lost sales and excessive back-and-forth.
The Workflow
Enter client details and order specifics (e.g., quantity, item type, scheme options).
System applies deterministic markup rules to calculate exact pricing.
Review + Approve (Human-in-the-Loop) to verify options and totals.
System generates a quote summary and invoice-ready line items.
(Future) Visual mockup shows artwork placement on the product.
What You Get
Accurate quote summary with deterministic pricing.
Invoice-ready output for billing.
Standardized pricing structure.
Guardrails + Control
Pricing is based on fixed logic and markup rules, not mental math.
Human confirmation of order details ensures the right options are selected.
Integrations
Connects to internal pricing/markup rules.
Generates invoice-ready data.
(Future) Vision models for product mockups.
Business Impact
Reduces time-to-quote from hours to minutes.
Minimizes pricing errors and margin slippage.
Provides instant pricing clarity to customers.