Quote-to-Order Automation: From Quote to Order Without the Gaps

Quote-to-Order Automation: From Quote to Order Without the Gaps

Quote-to-Order Automation: From Quote to Order Without the Gaps

Two warehouse workers shaking hands between shelves of goods

MERCURA JOURNAL

Guide

26 October 2026

7 min read

Lukas Bock, Co-Founder & CEO

CONTENTS

  1. What is quote-to-order automation?

  2. Why the path from quote to order breaks down

  3. The 5 stages at a glance

  4. What are the benefits of quote-to-order automation?

  5. Quote-to-order vs. CPQ vs. EDI

  6. How to evaluate quote-to-order software

  7. Where to start

  8. FAQ

  9. Bottom line

HIGHLIGHT

Quote-to-order automation connects every step from customer request to booked order in one continuous flow: read the request, build the quote, follow up, match the purchase order to the quote and post the order to the ERP. Distributors and manufacturers answer more requests, lose fewer quotes and avoid mismatches between quote and order.

TL;DR

What is quote-to-order automation?

Quote-to-order (Q2O) is the path from the first customer request to the booked sales order. Quote-to-order automation means software supports that whole path, instead of inside sales copying data between inbox, spreadsheets, catalog and ERP.

The process has five stages: capture the request, build the quote, follow up, match the purchase order and book the order in the ERP. The key word is "end-to-end". Many companies have digitized single steps, but the handoffs between them are still manual.

Why the path from quote to order breaks down

At distributors and manufacturers, quotes and orders often sit with different people. One team prices the bill of quantities; inside sales enters the purchase order weeks later. Three typical gaps appear:

  1. The request gets re-keyed. Line items from emails, PDFs or spreadsheets are typed into the ERP by hand.

  2. The quote disappears in the inbox. Without an overview of open quotes, follow-up slips and deals go quiet.

  3. The purchase order doesn't match the quote. The customer orders weeks later with their own descriptions, changed quantities or missing items. Someone checks prices and products by hand, or no one does.

The 5 stages at a glance

Stage

Often manual today

With quote-to-order automation

1. Capture the request

Open emails, save attachments, type line items

Requests from email, PDF, Excel and bills of quantities are recognized and split into line items automatically

2. Build the quote

Search the catalog, check alternatives, enter prices

AI matches each line item to the right product; your team reviews and approves

3. Follow up

Reminders in someone's head or a spreadsheet

Every open quote in view, with timely follow-up reminders

4. Match the purchase order

Put the PO next to the quote and compare

The PO is matched to the quote automatically and deviations are flagged

5. Book the order

Key it into the ERP line by line

The approved order lands in the ERP, including header data and surcharges

What are the benefits of quote-to-order automation?

  • More requests answered: before Mercura, Sanitär Heinze could answer about 70% of incoming requests. Today it answers 100%.

  • Less time per quote: REHAU saves up to 60% of the time spent on bills of quantities.

  • Faster responses: Muffenrohr answers every request with response times up to 60% shorter.

And one effect no report shows: when quote and order live in the same system, mismatches show up immediately, not when the customer files a claim.

Quote-to-order vs. CPQ vs. EDI

Approach

What it does

Where it hits limits

CPQ (configure, price, quote)

Configures products and calculates prices, mostly for field sales

Assumes someone has already entered the request in structured form

EDI

Exchanges standardized orders with large trading partners

Reaches only customers on EDI; set up per partner

AI-powered quote-to-order automation

Reads unstructured requests and POs, matches products and carries quote and order into the ERP

Needs your catalog and history up front to tune to your range

When EDI and CPQ are still the right choice: EDI is fast and robust for large accounts with uniform order volumes. CPQ helps when products mainly need configuring. AI-powered quote-to-order automation complements both wherever requests arrive unstructured, which is most of the volume at distributors and manufacturers.

How to evaluate quote-to-order software

  1. Every intake channel: email, PDF, Excel, bills of quantities and ideally phone.

  2. Matching that understands your range: even without part numbers, including variants, alternatives and accessories.

  3. End-to-end flow: quote and later purchase order are linked, and deviations are flagged.

  4. Direct ERP integration: for example SAP or Microsoft Dynamics, not just CSV export.

  5. Human in the loop: your team reviews and approves before anything reaches the customer or the ERP.

Where to start

Don't tackle all five stages at once. For two weeks, track how many requests come in, how many get a quote and how many turn into orders. Start the pilot where the gap is biggest: for most distributors that's quoting, for many manufacturers order entry. Our guide to automating quote creation walks you through it step by step.

Further reading

FAQ

What does quote-to-order mean?

Quote-to-order is the process from customer request through quote to booked sales order. Quote-to-order automation connects these steps in one continuous, software-supported flow.

What is the difference between quote-to-order and quote-to-cash?

Quote-to-cash also covers delivery, invoicing and payment. Quote-to-order ends with the booked order in the ERP, which is exactly the part inside sales owns.

Does quote-to-order automation replace our ERP?

No. The ERP remains the system of record. The automation prepares quotes and orders and hands them over to the ERP.

Which companies benefit most?

Distributors and manufacturers with many unstructured requests, large catalogs and bills of quantities, typically in plumbing, HVAC, electrical, building materials and industrial supply.

How long does implementation take?

With Mercura, a pilot on your own requests starts within a few weeks. From there, you expand stage by stage.

Bottom line

Quote-to-order automation closes the gaps between request, quote and order: more requests answered, fewer quotes going quiet and orders that match the quote. Mercura connects all five stages in one system, from inbox to ERP.

Book a demo or read the Sanitär Heinze case study first.

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