Quote Generation Work Flow

Build

Quoting an extruded profile means reading the drawing, working out material, scrap, line time and setup, then pricing every quantity the customer asked about. This workflow reads the customer, compound, tolerances and cross-section area off the drawing, has a person check what it read, and prices each quantity with the full cost breakdown behind it.

Agentic behaviors

  • Reads the drawing number, customer, compound, tolerances and cross-section area from an uploaded drawing, matching the customer and compound against the price book
  • Puts everything it read in front of a person before pricing, and asks for the terms no drawing carries — annual usage, quantities, part length and pack size
  • Prices each quantity as its own tier with a deterministic calculation engine — material, scrap, setup, labor and burden, secondary operations and packaging — with no language model in the arithmetic
  • Marks a quote provisional when its area was never checked by a person or read below 0.8 confidence, and warns when a compound price is more than 180 days old

Features & capabilities

Drawing PrefillCustomer, compound and cross-section area are read from the drawing and matched to the price book, so the quote starts filled in
Measure When UnsureIf the extracted area is missing or doubtful, measure it on the drawing with the Area Calculation tools without leaving the quote
Price by QuantityUnit and extended price for every requested quantity, each opening into its cost components and the calculation steps behind them
Quote OutputsSaved under a quote number and exported as PDF, CSV or JSON
Bring Your Own DrawingWorks on sample quotes or a PDF drawing the user uploads

Who benefits

  • Inside Sales Representatives
  • Pricing Analysts
  • Account Managers
  • Sales Operations

KPIs impacted

RFQ-to-quote cycle timeQuotes issued per estimatorProvisional quotes needing reworkQuote-to-order conversion rate

Required connectors

Configured per-organization in the Control Tower once this workflow is enabled for your team.

PLM / CADERPCRM

Configurations & Options

Set up in the Control Tower once this workflow is enabled — shown here so you know what to expect.

Configurations

  • Default quantity tiersQuantities a new quote starts with. The estimator sets them to the RFQ before pricing.
  • Compound price staleness warning (days)A compound price older than this earns a "confirm it is current" warning on the quote.

Options

  • Require a person to verify the area before a quote is issuedWhen on, a quote priced on an extracted area stays provisional until someone measures or checks it. When off, it can be issued with the provisional warning attached.

Governance requirements

  • Every price breaks down into its cost components and calculation steps, so a reviewer can check the number rather than trust it
  • A quote priced on an area no person has checked, or one read below 0.8 confidence, is labelled provisional
  • Pricing is arithmetic over the tenant's own price book — the same inputs always produce the same quote
  • Uploaded drawings are processed in an isolated sandbox tenant