Automating the RFQ-to-Quote Workflow, Step by Step

"Automate quoting" is easy to say and easy to get wrong. Quote the wrong lane at the wrong margin and you've automated a loss. The trick is knowing which parts of the workflow are judgment (where a human should stay) and which are just typing and chasing, where automation belongs.

Here's the full path, broken into its real steps.

Step 1: Intake

An RFQ arrives by email, portal, or WhatsApp. Someone has to read it and pull out the essentials: origin, destination, commodity, weight and volume, incoterms, target dates, any special handling.

This is typing, not judgment. The information is right there in the message. Extracting it into a structured shape (so the rest of the workflow can act on it) is the first thing worth automating.

Step 2: Sanity check

Does this even make sense for us? Do we serve the lane? Is the commodity something we can move? Is the customer a real account or a tire-kicker?

This is light judgment. Most of it can be checked against rules (served lanes, restricted commodities, account status), with anything unusual flagged for a human to eyeball.

Step 3: Rate gathering

This is where the hours go. Finding comparable rates means reaching carriers, checking contracted rates, and pulling spot quotes for the lane.

This is chasing, not judgment. Reaching out to several carriers at once, collecting what comes back, and laying the options side by side is exactly the kind of parallel legwork that should never wait on one person's calendar.

Step 4: Pricing

Now judgment matters. Which option do we lead with? What margin fits this account, this lane, this moment? Is there a relationship reason to sharpen the pencil?

This is judgment: keep the human here. But hand them a clean comparison and a suggested margin, and the decision takes a minute instead of an afternoon.

Step 5: The reply

Turning a number into a quote that sounds like your company: right tone, right terms, right next step.

This is typing, not judgment. A draft can be assembled in your voice, with your standard terms, ready to send. The human reads it, adjusts a line if needed, and hits send.

Where that leaves you

Map it out and the pattern is clear:

Step	Nature	Who runs it
Intake	Typing	Automated
Sanity check	Light judgment	Automated + flags
Rate gathering	Chasing	Automated
Pricing	Judgment	Human
Reply	Typing	Automated draft

The human keeps the one step that's actually judgment (the price) and hands off the four steps that were just costing hours. That's not replacing the quoting desk. It's giving the desk its day back.