BAND OF AGENTS · TRACK 1 · ENTERPRISE WORKFLOWS
When a vessel stalls, a room of agents convenes and resolves it before you wake up.
Freight Room detects supply-chain disruptions from live AIS, recruits the right agents across frameworks through Band, negotiates a cost-grounded recovery plan, and hands a human one decision to approve. Every figure traced to a real source.
7
agents · 3 frameworks
100%
real, provenanced data
1
human approval gate
How it works
01 · DETECT
Live AIS sentinel
An always-on agent watches real vessel positions and raises a typed disruption event the moment a ship dwells at anchor.
02 · CONVENE
Recruit through Band
It opens a room and recruits — at runtime — only the agents the incident needs, across LangGraph, PydanticAI and CrewAI.
03 · NEGOTIATE
Cost-grounded options
Agents propose, cost each against the real Maersk demurrage tariff, dispute charges, then vote with an adversarial dissent check.
04 · DECIDE
One human gate
A manager approves in-room; a one-page audit dossier exports straight from the Band room history.
Built onBand/AI/ML API/Featherless/LangGraph · CrewAI · PydanticAI
Data provenance · C1
Vessel positions are live AIS (aisstream.io). Affected importers come from public U.S. Customs bills of lading (19 CFR §103.31); pre-arrival associations are flagged inferred. Demurrage & detention costs use the published Maersk U.S. import demurrage tariff. Agent rationales are model-generated and labelled as such. No data is fabricated.
Freight Room · cross-company supply-chain disruption war room · Band of Agents 2026