Live Ops Room

Checking for live incidents…

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Watching Los Angeles / Long Beach · New York / New Jersey · Singapore · live AIS

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Plan a shipment and track it, and any disruption at its entry port will open a room here automatically.

How an incident is handled

1
Detection
A Sentinel agent watching the live AIS feed spots a vessel dwelling in a monitored anchorage.
2
Negotiation
It opens a room and recruits the other agents, who start proposing and challenging recovery options.
3
Options
Each proposal is costed against the carrier's published demurrage tariff, not an estimate.
4
Evaluating
The agents vote to a quorum, and an adversarial Dissent agent argues against the front-runner.
5
Approval gate
A human reads the recommendation and the objection, then approves or rejects it. Nothing acts on its own.

Who is in the room

LangGraph
Sentinel
Watches AIS, opens the room, drives the phases.
LangGraph
Logistics
Proposes reroutes, holds and expedites.
PydanticAI
Carrier
Negotiates from the published tariff and FMC billing rules.
PydanticAI
Finance
Costs each option against real demurrage exposure.
CrewAI
Procurement
Looks for alternate supply and air-freight cover.
PydanticAI
Customer impact
Assesses downstream SLA and order risk.
PydanticAI
Dissent
Argues against the leading option, on purpose.

Three different agent frameworks on purpose, and Dissent runs on a different model from the agents it argues with — so the objection isn't one model agreeing with itself.