Blog/Logistics & Supply Chain

Answering Freight RFQs in Minutes Instead of Days: A Practical Setup

Set up a lane template, a rate store and margin rules so your team can turn freight RFQs around the same day.

By Sagar Makker · 4 min read · October 2026
In short
Convert every freight RFQ into one lane template before pricing starts
Price from a single buy-rate store with validity dates and written margin rules
Send only exceptions to the pricing manager so standard lanes go out the same day
The problem

A freight RFQ lands in a shared inbox at 4 pm: twelve lanes, mixed FTL and part loads, a Friday deadline. Someone copies lanes into Excel, digs out last quarter's carrier rates, emails three transporters for fresh quotes and waits. By the time the sheet is ready, the shipper has often already awarded the lanes to whoever replied first.

The pricing work itself is rarely the hard part. The delay comes from retyping lanes, hunting for the latest buy rate, chasing carriers on WhatsApp and getting a manager to sign off margins. Each RFQ is rebuilt from scratch, so your best pricing people spend their day on data entry instead of judgement.

Why it happens
01RFQs arrive in different formats: Excel, PDF, email body and portal downloads
02Buy rates live in personal spreadsheets and inboxes, not one rate store
03No standard lane codes, so the same route is priced from scratch each time
04Margin approval waits on one busy manager with no written rules
How to fix it
1
Standardise the lane template
Define one internal lane format: origin and destination pin codes, vehicle type, weight band, frequency and special handling. Convert every incoming RFQ into this template before anyone starts pricing.
2
Build a single buy-rate store
Keep current carrier rates, validity dates and fuel clauses in one table keyed by lane and vehicle type. Expire stale rates automatically so nobody quotes from an old sheet.
3
Set margin rules by segment
Write down target and floor margins per customer tier, lane type and volume. Quotes inside the rules go out directly; only exceptions go to the pricing manager for approval.
4
Flag lanes needing fresh quotes
Where no valid rate exists, send a short structured request to your shortlisted carriers with a clear reply deadline, then slot their answers back into the same sheet.
Where an AI agent helps
Input
Shipper RFQ as Excel, PDF or email, plus your carrier buy-rate store
Agent does
Extracts lanes into your template, matches valid buy rates, applies margin rules and drafts the quote sheet
Human gate
Pricing manager approves quotes below floor margin or lanes with no rate
Outcome
A priced RFQ response ready to send the same day
What to measure
Median hours from RFQ received to quote sentShare of lanes priced from stored ratesRFQ win rate by customer segmentQuotes sent below floor margin
Questions
Can this handle RFQs sent on shipper portals?

Yes, if you can download the lane file. Most portals export Excel or CSV, and the agent reads that file like any other attachment. Uploading the final response back to the portal usually stays a manual step your team controls.

What if our carrier rates change every week?

That is the point of a single rate store with validity dates. Update rates once when carriers send them, and every quote after that uses the latest number. Expired rates are flagged rather than silently reused.

Will automated pricing undercut our margins?

Not if the margin rules are explicit. The agent only applies the floors and targets you set. Anything below floor, or any lane without a valid buy rate, goes to a person before it leaves the building.

Keep reading
All posts →
Logistics & Supply Chain
How to Reconcile PODs Against Freight Invoices Without Spreadsheets
4 min readRead →
Logistics & Supply Chain
Shipment Exception Alerts Customers Actually Want to Receive
4 min readRead →
Logistics & Supply Chain
Normalising Carrier Rate Sheets So You Can Compare Rates Fairly
5 min readRead →

Want this fixed in your business?

Send the workflow. We reply with a scope and a fixed price in two working days.
Send a brief →