Manufacturing & Industrial Supply · Workflow Automation
Quote to order, without the chase.
How do we assemble quotes without checking four systems by hand?
Short answer
Connect the quoting step to live stock, the customer's negotiated pricing tier and a freight calculation, so the quote is assembled and the salesperson approves rather than constructs it. The decisive addition is showing resulting margin at the point of approval, which converts a rubber stamp into a decision.
The situation
A concrete version of this.
A manufacturer where producing a quote means checking inventory, recalling the account's discount tier, calculating freight and confirming lead time — across four systems and one person's memory.
- Stock is checked in one system, pricing in another
- The discount this account expects lives in a salesperson's memory
- Freight is estimated from a spreadsheet last updated some time ago
- Margin is calculated afterwards, if at all
Why it matters
Pricing knowledge held in individual memory makes holidays and resignations expensive, and margin erosion is discovered at month end rather than prevented at quote time.
What gets built
Three things, in this order.
- 01
Live stock and lead-time checking
Availability and realistic delivery dates pulled at quote time rather than assumed from a stale view.
- 02
Pricing rules made explicit
Tier structures, account-specific terms and discount ceilings documented and enforced by the system rather than recalled. Clients routinely find contradictions during this exercise alone.
- 03
Margin surfaced before sending
Every quote shows resulting margin against target at the approval screen, with quotes below the floor blocked rather than flagged.
The metric
Share of quotes sent below target margin
Turnaround improvements are easy to see and easy to celebrate. Margin protection is where the money actually is, and it only becomes visible once it is measured.
The boundary
What stays with a person
Pricing floors and discount ceilings are enforced by the system and cannot be overridden by the model. Quotes are prepared, never issued unattended.
Related
More for Manufacturing & Industrial Supply.
Working example
AI Quote Engine
A working system for this sector. Open the console and follow one record all the way through it.
Open AI Quote EngineYou already know which process is bleeding.
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