The Data Behind Every CAPE Refund

For eligible importers, IEEPA refunds create a meaningful opportunity to recover money. But CBP is not issuing those refunds based on a high-level evaluation. It is reviewing the entry data behind every claim: classification, valuation, country of origin, tariff treatment, and whether that information is consistent across an importer’s history.

That is the real lesson from the CAPE Phase 3: An Opportunity and a Risk webinar with Hugo Pakula and Kate Rayer: the importers best positioned to recover refunds are the ones that can connect their entry data back to accurate, SKU-level product information and explain every decision.

Getting the data right goes beyond just IEEPA refunds. More importantly, clean master data creates the foundation for a compliance program that can hold up against CBP’s AI in the era of enforcement.

A refund request puts your entry data under a microscope

Hugo cited $134.7B accepted into CAPE and $122B certified and sent to Treasury. But being eligible for a refund is not enough. More than 84,000 CAPE filings had failed, often because the entry data needed correction.

“Just because you’re eligible doesn’t mean you’re going to get your money.” — Hugo Pakula

CAPE requires CBP to re-review entry data before money goes out the door. Misclassification, undervaluation, stacking errors, duplicate filings, and inconsistent tariff treatment can all affect the outcome.

The webinar also framed this in the context of heightened enforcement. Hugo cited CF-29 actions up 148% year over year, audit collections up 100.1%, and liquidated damages up 136.8%.

What you can do now: Treat every refund review as an audit-readiness exercise. Before filing or reconciling a refund, validate the classification, value, origin, and Chapter 99 treatment behind the affected entries.

Your data can be consistent and still be wrong

Kate outlined 3 ways importers should look at their data: consistency, accuracy, and opportunity.

1. Consistency audit: Sort entry history by HTS number and SKU. Look for the same product classified differently across brokers, systems, or entries.
2. Accuracy audit: Compare the data filed to CBP against the actual product: product specifications, supplier records, material composition, origin, and intended use.
3. Opportunity audit: Once the data is accurate and consistent, identify potential duty savings through refunds, drawback, foreign-trade zones, tariff engineering, or other trade programs where appropriate.

“Finding an error is not a problem. It’s that you found it. That’s the opportunity to fix it.” — Kate Rayer

What you can do now: Pull your ACE reports and match them with broker, PO, ERP, and SKU-level data. If you cannot trace an entry line back to the underlying product, you do not have enough data to confidently audit it.

Granular product data is what turns compliance into an advantage

ACE holds entry-line data. It does not always tell you what product sits beneath that line. Importers often group multiple products with the same HTS code into one entry line, which makes it difficult to find the source of a problem or prove the accuracy of a filing.

The foundation of better compliance is data detailed enough to answer the basic questions CBP will ask: What is the product? What is it made of? Where does it come from? Who made it? What is its intended use?

When that data is centralized, importers can answer tariff questions quickly, measure exposure, identify duty-saving opportunities, and close the loop between the information they maintain and the information their broker files.

Technology and AI can help with this work, but it cannot replace process or oversight. Automation must be consistent, configurable, auditable, and supervised by people who understand the product and the compliance obligation.

What you can do now: Start by connecting purchase orders, product records, and broker entry data at the SKU level. Then establish a process to confirm that the information in your master data is the same information being filed with CBP.

CAPE Phase 3 is a refund opportunity for eligible importers. But its larger lesson applies to every importer: data quality now determines both your ability to recover money and your ability to defend your compliance program.
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CBP partnered with Tru to give importers, brokers, and CBP one shared standard for entry data. Build to the standard before you file, prove responsible control over your supply chain, and clear with fewer holds.

Learn more about the CBP Program →