What Does IT Need to Review Before Deploying an AI Logistics Agent?

Key Takeaways

The pre-deployment review is a joint meeting between IT and logistics, not a security questionnaire handed to one side.
Every permission granted to Wilson, by Cartage, should map to a named freight action.
A system permission and a business approval rule are separate decisions. Wilson may be able to book a load and still wait for a person above a cost threshold the company sets.
Review order intake and ERP write-back as two decisions. Intake can start from an ERP feed, scheduled file drop, spreadsheet, email or API; write-back is optional and scoped.
Agree on failure behavior, channels, sender identity and shipment history before go-live, so every stalled step reaches a named person with the context to act.

What should IT and logistics agree on before an AI logistics agent goes live?

They should agree on an operating model: which systems Wilson touches, which actions each access allows, which rules decide when a person approves, and what happens when a step fails. Once that map exists, IT is approving a defined set of freight actions rather than a broad request to "give the AI access."

An AI logistics agent is software that executes freight work under the company's rules (what is an AI logistics agent).

Because the agent acts, an IT-only review misses half the picture: IT can scope a service account, but only logistics can say whether a rebooking above the lane target should wait for a person. Security controls belong in a separate pass, covered by the IT security checklist for an AI logistics agent. This review answers a different question: what is each access for, and who owns the outcome?

Seven areas to review, in order

Work through these seven areas in sequence, because each one narrows the next. The system map limits the data, the data limits the actions, and the actions decide which rules and failure paths need to exist.

System map. List every system Wilson reads from or writes to in the first phase: order source, email, shared files, carrier connections, document storage, Slack or Microsoft Teams. Nothing else goes on the map.
Data in scope. Name the fields each step uses: order references, locations, contacts, weights, rates, documents, invoice data. A field no step needs is out of scope.
Permissions versus business approval rules. Record what Wilson is technically allowed to do, then separately record when it must ask first. Logistics writes the second list.
Intake versus write-back. Decide how orders reach Wilson today, and separately decide which shipment events, if any, return to the ERP and how.
Failure behavior. For each action, define what happens when an input is missing, a file is late, a carrier is silent or a rule is exceeded.
Channels and identity. Agree on the sender address, the internal channels Wilson posts to, and which external contacts it may message.
Shipment history. Confirm where messages, confirmations and changes are recorded and who on each team will look at them.

What does the review look like for one real order?

The fastest way to run the review is to follow one representative order from intake to delivery and write down the access each step uses. Abstract permission lists hide gaps; a single order exposes them.

Take an outbound LTL order arriving in a scheduled file drop. IT confirms which folder and columns Wilson reads. Wilson requests quotes from the company's approved carriers by email or API, so IT confirms the sending identity, usually a Wilson mailbox on the company's own domain, and logistics confirms the approved carrier list and the rate target for the lane.

Wilson then negotiates against that target and books within the approval limit. The review separates the access to send a tender (IT) from the threshold above which a person approves (logistics). After booking, Wilson confirms the pickup, tracks the load from the best available source, and posts booked, picked-up, late and delivered events to a Teams or Slack channel.

Finally, the team decides whether the booked carrier, rate and status should go back to the ERP. Many companies start with an updated file or shared table and leave an API write-back for later. For the options, see how shipment updates get back into the ERP.

Where should the review draw the lines?

Draw lines by consequence, not by system. Ask what goes wrong if an action runs incorrectly, and set the rule to match.

Grant read access by field, write access by event. Reading an order is low risk; changing an ERP record is not. Scope each separately.
Put money and customer commitments behind approval rules first. Bookings above target, rebookings, special customer notifications and invoice payments are common starting points.
Keep intake simple at launch. If a file drop or email already carries the order, start there.
Require visible failure. No step should stall quietly. A missing field, late file, silent carrier or no approved carrier accepting should each produce an escalation to a named owner.
Expand scope step by step. Wilson starts with assisted execution. When the team sees rules followed on the first lanes, approval boundaries can widen. Timing depends on scope: most teams start on a few lanes and expand from there.

A worked access-to-action map

Fill in one row per action before go-live. If a column is blank, that row is not ready. The example below is illustrative; your systems and thresholds will differ.

Freight action	System and access used	Who decides the business rule	Rule in this example	If it fails	What is recorded
Read new order	Scheduled file drop, read-only on one folder	IT	Only rows with a ship date are picked up	Missing file or field goes to the logistics owner	Order received, fields used
Request quotes	Wilson mailbox on company domain; carrier API where available	Logistics	Approved carriers only	No reply prompts follow-up, then escalation	Requests and replies
Book carrier	Tender by email, API or EDI where supported	Logistics and finance	Auto-book at or under lane target; approve above	Declined tender moves to next approved carrier; none accept, escalate	Tender, confirmation, rate
Notify team	Teams channel, post-only	Logistics	Booked, picked up, late, delivered	Channel error falls back to email	Each message sent
Update ERP	Updated file to shared folder	IT and logistics	Carrier, rate, status per order	Write failure is flagged, not retried silently	Change history
Pay carrier	Wilson Wallet after invoice audit	Finance	Pay when invoice matches booking; approve otherwise	Mismatch held for review	Audit result, approval, payment

How Wilson, by Cartage, fits this review

Wilson is built to be reviewed this way: each action runs under rules the company configures, and anything outside those rules goes to a person. Traditional logistics software gives teams information. Wilson executes the work required to move shipments forward.

Wilson replaces the TMS for freight execution and connects to the company's ERP or existing order data flow. Write-back is optional and can use an updated file, a shared table or an API connection where available.

With carriers, Wilson communicates by email, API, EDI where supported, and phone calls where configured. It updates internal teams through Slack, Microsoft Teams, email and SMS. It tenders to the company's approved carriers first; any carrier Cartage introduces must be approved before Wilson uses it, and if no approved carrier accepts, Wilson escalates. Messages, confirmations and changes are recorded in the shipment history, so whoever picks up an exception sees what happened.

Cartage helps map the first workflow during discovery, so IT and logistics do not have to draft the map alone. Bring one real order, your approved carrier list and one approval rule, and we'll map the access each step needs.