Shipium Transforms Freight Audits Into Fast, Data-Driven Investigations

Shipium Rethinks Freight Audit as Forensics, Not Archaeology

Freight audit has traditionally been a backward-looking process. Shipments are completed, invoices arrive weeks later, and shipper employees or outside audit firms compare charges against contracts using spreadsheets, paper records and manually maintained rules.

Seattle-based shipping technology company Shipium is trying to replace that model with continuous monitoring of each shipment from the time it is created through delivery and billing. The company recently launched Always On Audit, an AI-driven system designed to identify rate and data problems while a shipment is still moving through the network.

Shipium CEO and co-founder Jason Murray and Penny Allen, the company’s senior vice president of AI Product and Engineering, discussed the product on FreightWaves Today. They described the system as a move toward real-time financial control for shippers, rather than the traditional practice of reconstructing what happened after an invoice has already been issued.

“Monthly audit and continuous audit are not the same job at different speeds,” Allen said. “They audit different objects. Monthly audit is a batch job over one artifact: the invoice. It’s archaeology. Continuous audit’s object is the shipment itself from the moment it comes into existence to the moment it’s delivered and an invoice occurs. It’s forensics.”

That distinction is important for transportation operations because the final invoice often contains only the result of multiple decisions made earlier. A shipment may have been assigned a carrier and service level, rated against a contract, measured by a dimensioning system, labeled and handed off at a specific facility before the carrier’s invoice is ever generated.

Always On Audit is built around a continuously updated shipment record that captures those events. Allen said the record begins when the shipment is created and continues through rating, carrier selection, label printing, delivery and invoicing. The system then compares what actually happened with the rate, contract terms and shipment characteristics that were expected at the time of execution.

Murray said that model builds on Shipium’s broader role in shipping decisions. The company was founded in 2019 after Murray spent nearly two decades working in supply chain organizations and helping develop technology systems that remain in use. Shipium has traditionally focused on parcel routing and related decisions, but Murray said audit connects those operational choices to their financial consequences.

“Audit completes the final piece of this, where we’re tying the financial records to the shipment itself,” he said.

The company refers to its expected shipment record as a “digital twin.” It represents what Shipium believes the carrier contract, package dimensions, weight, service selection and other constraints should produce in terms of cost. The system can then compare that expected result with carrier charges and operational data as they develop.

Allen said the approach can identify both carrier billing problems and errors originating inside a shipper’s own operation. Declared weight, package dimensions, data feeds and facility processes can all affect the final charge. When a discrepancy appears, the system is intended to trace it to its source rather than simply flagging a difference on an invoice.

“We can forensically recreate what actually happened,” Allen said. “Not just that it happened on Wednesday at 2:00, but we can say it happened on this lane, on this dimensioner, at this station, with this operator, or it came in on this data stream from your tenant.”

According to Allen, early customer use has already produced examples of charges being identified before they became long-delayed invoice disputes. In one case, Shipium found that a carrier was applying base rates instead of the customer’s contracted rates. Allen said the discrepancy represented many thousands of dollars and was corrected immediately.

In another example, a surcharge was scheduled to become applicable on a particular date, but the carrier began applying it two days early. The system identified the timing problem as it occurred.

The operational value for drivers and transportation teams is less about the audit report itself than when a problem can be addressed. Shipium said its system can surface an issue while a shipment is still at a facility, allowing an automated agent or human operator to review the shipment before it departs. In some cases, the response could involve selecting a different carrier or service method. In more serious cases, the shipment could be held for review.

Murray said the system is not intended to eliminate human involvement. People will continue to handle the most difficult or unusual exceptions, while their resolutions can help the system recognize similar situations in the future.

“You can think of them as being hyper-efficient, in terms of they’re only going to get the nastiest of exceptions,” Murray said. “Once the human does it one time or a couple times to make it all tie out, then the next time through, the system is going to know what to do with it.”

Shipium also says its AI layer can reduce the need for years of manually built carrier mappings by recognizing equivalent codes and charge descriptions across different transportation providers. That capability is intended to help the system compare carrier charges with contract expectations without relying entirely on static rules.

The company’s broader platform has typically produced a 12% parcel cost reduction for its customers, according to Murray. He said Always On Audit is still in its early stages and that Shipium plans to expand the product among existing customers before extending it beyond parcel shipping and into additional modes and countries.

For shippers, the change would be from asking why a charge appeared on an invoice to identifying the operational decision or data error that created it. For transportation personnel, that means rate, dimension and surcharge issues could be addressed closer to the point where they occur, rather than weeks later when the shipment is already part of a closed billing cycle.