All work
Logistics
2026
Quote requests answered in four minutes.
Client
Harbor & Pine Freight
Services
Workflow audit, AI agents
Duration
5 weeks
time to first quote
−94%

In short
A freight brokerage buried in emailed quote requests. We built an intake agent that reads each request, prices the lane and drafts the reply for a broker to approve.
The problem
Every quote request arrived as a free-form email. Brokers retyped lanes, weights and dates into three systems before they could even price the load, and the first reply often took most of a working day.
What we built
An intake agent reads each request, extracts the shipment details, checks recent lane rates and drafts a quote. A broker approves or edits it in Slack with one click, and every quote is logged to the TMS automatically.
The result
The median time to first quote fell from 4 hours to 4 minutes. Brokers now spend their day negotiating and building relationships instead of re-keying emails.