TMS Agent
One trusted record — and early warning when the plan slips.
The TMS Agent keeps the single source of truth for every shipment: references, timeline, exceptions, actions, owners and documents. It tracks operational KPIs, flags delayed departures and arrivals with their impact on manufacturing and warehouse distribution, and gives executives shipped and arrived volumes against forecasted sales.
Skills
| Skill | What it does | You get |
|---|---|---|
| Search & status | Returns the trusted summary for any shipment and time window. | Timeline, freshness, exceptions, owners |
| Delay & impact alerts | Flags delayed departures and arrivals and shows which production schedules and warehouse distribution they affect. | Risk alert with impact and evidence |
| Exception checks | Raises exception checks across logistics and warehouse inventory for your team to acknowledge. | Acknowledged, owned exceptions |
| KPIs & executive view | Tracks operational KPIs and shows what shipped and arrived against forecasted sales. | Executive dashboard and briefings |
| Draft, book & reconcile | Links drafts to native records and reconciles booked facts, flagging differences. | One record, no duplicates |
| Batch update | Applies approved updates across many shipments with per-item results. | Applied / rejected / conflict receipts |
| Complete & recover | Locks completed shipments and repairs divergence between systems. | Immutable record, visible repairs |
Shipped and arrived, against forecast.
One view for leadership: what left, what landed, what's late, and which production lines or distribution centers feel it.
Illustrative data. Your dashboard uses your own TMS, warehouse and sales forecast data.
Built to be trusted.
- Raw observations are kept separate from accepted facts.
- Field authority is defined per field; conflicts go to an accountable reviewer.
- Completed freight is never edited. Late corrections become a linked correction case.
- Every write is authenticated and read back.
Customized to you
This agent is running in production at a freight forwarder. For your business we tailor its skills, rules and connections to your systems, your customers and your data, and we can run it on your own private LLM.
Where does the forecast come from?
From the sales forecast or planning system you already use. The agent compares it with shipped and arrived volumes.
Who sees the risk alerts?
Operations get the exception to acknowledge; planners and executives get the impact summary.
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