The Carrier Context Graph
The Carrier Context Graph is Envoy's proprietary data layer. It learns from every rate negotiation, every booked load, and every carrier interaction your team runs through Ellie. It gets sharper with use, and it belongs to you.
PRODUCT SCREENSHOT
The Carrier Context Graph view — carriers, lanes, and history connected
The Carrier Context Graph, built from every load
Two operations can run the same software and get different results, because one of them remembers. General-purpose AI restarts from zero every session. It does not know your lanes, your carriers, or the rate you settled last Tuesday. The Carrier Context Graph does. Every interaction Ellie handles becomes structured signal, so the next negotiation starts smarter than the last.
GENERAL-PURPOSE AI
0
Starts from zero, every session.
CARRIER CONTEXT GRAPH
Rich, connected, and yours.
“Every booked load is training signal. Every rate negotiation is structure.”
Through passive and active observability, Ellie captures the context of every move: which carrier covered which lane at what rate, which guardrails held, which edge cases came up, and how they were resolved. None of that is extra work for your team. It is the byproduct of running freight through the execution layer. The graph densifies with every load.
A context graph is not a feature you can purchase fully formed. It is built one load at a time. The operations that deploy the execution layer first are months or years of structured context ahead of the ones that wait, and that gap widens every day both run loads. Switch AI vendors and a general-purpose tool starts from zero again. Your Carrier Context Graph does not.
The Carrier Context Graph is your data and your advantage. It is the accumulated operational intelligence of every load your floor has run, available to the next decision. Over time it does what a director of transportation does at the edge cases: it surfaces the patterns your strategy did not account for. The strategy gets sharper because the system has been watching what works.
YOUR ASSET
Every
rate negotiation, structured
Every
booked load, remembered
100%
yours to keep
↗
sharper with every load
What is a Carrier Context Graph?
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It is Envoy's proprietary memory layer that learns from every rate negotiation, booked load, and carrier interaction, so Ellie gets sharper on your lanes over time.
How is it different from general AI?
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Do I own the data?
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Does building it require extra work?
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What happens if I switch vendors?
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