AMM Agent (Automated Market Maker)
RPA Between Shipper & OO

AMM Agent is the programmatic clearing layer for shipper freight. The shipper enters the maximum all-in rate, AMM verifies owner-operator safety and cost floors, then clears the load when both sides fit - without phone haggling or repeated counteroffers.

Open Shipper Portal View Operator Plans

The Manual Drama: Back-and-Forth & Failure Points

Traditional freight coordination forces shippers, intermediaries, and carriers through separate calls, emails, packets, rate edits, and status checks. Email is a fraud surface: spoofed domains, inbox takeovers, and copied threads can reroute freight or corrupt payment instructions. AMM keeps the load in one verified shipper-to-OO workflow.

Platform Architecture & Clearing

AMM Agent acts as a carrier-side RPA proxy and shipper clearing engine, managing economic agreements programmatically:

Max-Rate Trigger Locks: Clears only when the shipper ceiling covers a verified OO's dynamic cost-per-mile floor, margin rules, and lane requirements.
"Automated, NOT Negotiated": Eliminates phone and email delays. Shippers add the max rate once; AMM clears the best eligible owner-operator at or below that ceiling.
Relay-Aware Matching: Adds relay handoff options on dense lanes to compress delivery windows by an estimated 40%-70% where geography, HOS, and capacity allow.

AMM Clearing Specs

Clearing Latency

< 500ms

Relay window gain

40-70%

Built for shipper freight: max-rate input, verified OO capacity, documented match logic, and live execution records.

AMM Agent Stream

[18:12:30] MONITOR Shipper ceiling parsed: $2.68/mi on lane GA -> TX. OO floor: $2.45/mi.

[18:12:31] CLEAR Montgomery Safety Shield valid. Clearing direct rate lock... Success.

[18:12:32] CONTRACT Load matched. Relay option available near midpoint.

How It Transforms Direct Freight

Feature/Capability	Legacy multi-party workflow	Agentic OS (AMM Agent)
Clearing Speed	Calling, negotiating, packets, status checks, and repeated manual approval loops.	Sub-500ms programmatic clearing once shipper ceiling and OO floor align.
Delivery Speed	One truck, one HOS clock, and manual recovery when delays hit.	Relay-aware routing can move eligible long-haul freight 40%-70% faster on supported lanes.
Accountability	Carrier selection logic can be fragmented across inboxes, copied threads, and intermediaries.	Montgomery Safety Shield, rate ceiling, match decision, P2P thread, GPS lock, and documents are tied to one direct record.

Deploy AMM for Shipper Freight

Give shippers one clean input - their max rate - and give owner-operators a verified path to clear direct freight under their own authority.