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AI logistics agent vs. traditional TMS

What Epicor users should verify in a freight automation demo

Key Takeaways

  • Start the demo with your own Epicor orders, including one with a missing weight. A shipment the vendor loaded before the call proves nothing about your intake.
  • Six checks cover what matters: order intake, missing data, quoting, booking, the work after booking, and write-back. Most demos only show quoting and booking.
  • Treat write-back to Epicor as a separate, optional decision, usually set up after order intake is working.
  • Wilson, by Cartage, is an AI logistics agent that works from the orders in your ERP, including Epicor, and runs each shipment from quote to payment with your approved carriers.
  • Ask to see the approval rules and change history on a live load.

Why do freight automation demos skip the Epicor part?

Freight automation demos skip the Epicor part because order intake, missing data and write-back are the hardest things to show live, and they are where a coordinator's day starts. A demo that opens on a shipment already in the vendor's system shows a booking, not the path from an Epicor sales order to a truck at your dock.

This matters most to manufacturers and distributors that run Epicor for orders but move freight with their own carriers by email, phone and spreadsheets. A coordinator re-keys each released order into a quote request and relays updates by hand. Few companies can say where every load is: in a March 2025 survey of 240 supply chain leaders, BCI Global found only 35% reported end-to-end visibility.

One Epicor order, from release to POD

Here is how one load often moves today. Times and details are for example.

  • Tuesday 9:40 a.m. Customer service releases an Epicor sales order: 6 pallets, Ohio to Georgia, due Friday, with no pallet weights.
  • 10:15 a.m. The logistics coordinator gets weights from the shipping lead and emails three carriers for a quote, a price for that specific move.
  • 1:30 p.m. The coordinator compares rates and sends a tender, the formal offer of the load to one carrier.
  • 3:05 p.m. The carrier dispatcher accepts, which makes it a booking. A rate confirmation, the document fixing the agreed price and terms, comes back, and the coordinator types the bill of lading (BOL), the shipping document the driver signs at pickup.
  • Wednesday 4:00 p.m. The pickup window closes with no truck: a missed pickup. Carrier follow-up begins, meaning the calls and emails needed to get a new time.
  • Next Monday. The proof of delivery (POD), the signed delivery receipt, is still missing. The invoice has arrived with a liftgate accessorial, an extra charge on top of the base rate, that wasn't on the quote.

Almost none of that appears in a typical demo.

What 6 checks should Epicor users run in a freight automation demo?

Run six checks, one for each place an Epicor order can stall between release and carrier payment. Answer each with one of your orders.

# Check What to ask A good answer
1 Order intake How do my Epicor orders reach you? An ERP feed, spreadsheet, email or scheduled file drop, shown with my file
2 Missing data What if weight or a delivery requirement is blank? The order goes to a named person, not a guess
3 Quoting Which carriers get the request? Only my approved carriers, compared on the same services
4 Booking What books alone and what waits? Rules I set; a decline moves to the next approved carrier
5 After booking Who confirms pickup, tracks and collects the POD? The tool does, and escalates what it can’t resolve
6 Write-back What goes back to Epicor? Optional, with the method agreed in onboarding

Checks 1 and 2 are where Epicor-specific trouble shows up. Sales orders often carry part numbers and quantities but not pallet count, weight, dimensions or a liftgate requirement. If a tool fills those gaps with assumptions, the error returns as a reclassification or an unplanned accessorial on the invoice.

For LTL, ask how freight class is set. Wilson determines the NMFC class from your SKU catalog, weights and dimensions; your team stays responsible for those inputs, so the SKU file you export matters as much as the connection.

If the demo ends at booking, pickup confirmation, tracking, the POD and the invoice stay with your team.

How should you run the demo with your own Epicor orders?

Send a few real Epicor orders through the path you would use in production, then follow one past booking to the POD and the invoice. For example, five to ten orders from last week, including one with a missing weight, sent as you would send them in production. For the handoff in detail, see how an ERP order becomes a booked load, and use the freight order data checklist to fix weak fields in Epicor first.

What to ask a vendor to show in a demo

  • My Epicor export turning into shipments, with no one re-typing it.
  • The order missing a pallet weight: where it stops and who is told.
  • A carrier declining the tender, and what happens next.
  • A missed pickup: who is contacted, in what order, and when rebooking needs approval.
  • The invoice audited against the rate confirmation, including an accessorial nobody quoted.
  • The load’s change history, and the file that would go back to Epicor.

Common mistakes Epicor teams make in demos

  • Letting the vendor use sample data. Missing fields surface after go-live instead of before signing.
  • Treating the connection as the whole question. A link that ends at booking leaves carrier follow-up and PODs with your coordinators.
  • Requiring write-back on day one. Scope grows before intake is proven, and the first lanes start later.
  • Not naming approvers. Bookings above the cost threshold queue up and loads wait.

How does Wilson, by Cartage, work with Epicor orders?

Wilson works from the orders in your ERP, including Epicor, and runs each shipment through 6 stages: create, quote, tender, track, audit and pay. Traditional logistics software gives teams information. Wilson executes the work required to move shipments forward.

Step Trigger What Wilson does When a person steps in
1. Create Order arrives (ERP feed, spreadsheet, email or file drop) Turns the order into a shipment Required order data is missing
2. Quote Shipment is created Requests quotes from approved carriers and negotiates against your targets A carrier selection set to need approval
3. Tender Best option is clear Books the carrier, generates the rate confirmation and BOL, confirms pickup Booking is above the approval limit
4. Track Load is moving Tracks, updates every party set to be notified, collects the POD An exception needs a decision
5. Audit and pay Invoice arrives Reconciles it against the booking and pays from the preloaded wallet A charge doesn’t match the booking
6. Write-back (optional) Status changes Sends a CSV or Excel file by email, writes to a shared table, or updates the ERP by API where available Choosing the method in onboarding

Wilson starts with assisted execution. Your company decides which actions need approval, such as bookings above a cost threshold or customer notifications. Actions within the rules proceed; the rest wait for a person, and more routine actions can run automatically within your rules as trust builds.

When something can’t be resolved, Wilson escalates. A declined tender moves to the next approved carrier; if none accepts, the team is told. On a missed pickup, Wilson contacts the carrier, notifies the team, notifies the customer if configured, then initiates rebooking from approved carriers, automatically or after approval. A POD missing past the set window goes to the team. Every message, confirmation and change is recorded in a change history, with call transcripts saved on the order.

Some things sit outside this flow. Wilson books only carriers you have approved; Cartage can introduce carriers from its network, available only after your approval. Wilson schedules pickups with carriers but doesn’t manage dock slots inside your facility today. See how shipment updates get back to the ERP.

What integration limits should you clarify before you sign?

Clarify the intake method, who maintains it, how write-back works and which lanes start first.

Wilson works with SAP, NetSuite, Microsoft Dynamics 365, Oracle, Infor, Epicor, Sage, Acumatica, and other ERP environments, with the exact connection depending on your data flow and scope: an ERP feed, a spreadsheet, email, a scheduled file drop or an API. Ask who owns the export and what happens when its format changes. Write-back is optional and set up per customer, usually after intake works, so it doesn’t hold up the first lanes.

Deployment depends on scope: standard freight with your existing carriers is typically fastest, while ERP integrations and custom workflows are scoped up front. Most customers start on a few lanes and compare them with how they ran before: manual touches per load, time to book, missed pickups and POD collection time. For a broader scorecard, see how to evaluate an AI logistics agent.

FAQs

  • Does Wilson work with Epicor? Yes. Wilson works with SAP, NetSuite, Microsoft Dynamics 365, Oracle, Infor, Epicor, Sage, Acumatica, and other ERP environments, with the exact connection depending on your data flow and scope. If your orders live in an ERP, Wilson can work from it.
  • How do Epicor orders reach Wilson? Through an ERP feed, a spreadsheet, email or a scheduled file drop.
  • Does Wilson write updates back to Epicor? Yes, when you want it. Write-back is optional: a CSV or Excel file by email, a shared table, or an API where one is available, defined during onboarding.
  • What happens when an Epicor order is missing weight or dimensions? It goes to your team to fill in rather than being guessed, and your team is responsible for the accuracy of weights, dimensions and SKU data.
  • Does Wilson replace my TMS? Yes. Wilson is the system of record for shipments and the execution layer, and it connects to your ERP. See what is an AI logistics agent.
  • Which carriers does Wilson book? Only your approved carriers. If one declines, Wilson moves to the next approved option and escalates if none accepts.
  • How is Wilson priced? There’s no subscription fee. Pricing is a percentage of the carrier payments that run through Wilson. Pricing scales down as volume grows, and Enterprise pricing is custom.

Conclusion

A freight automation demo for an Epicor shop has to prove two things: that your orders get in cleanly, including incomplete ones, and that the work after the order actually gets done. Test both with real orders, follow one load to the invoice, and decide write-back separately.

Wilson works from your ERP orders and runs each shipment from quote to payment with your approved carriers, under your approval rules. Export last week's Epicor orders, pick the one your team chased past its pickup window, and watch Wilson run it from order to POD in a demo at cartage.ai.

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