Tariff Compliance Faces Rising Scrutiny, But AI Can Ease Risk 

As tariff policies shift overnight and enforcement actions dominate headlines, Harmonized Tariff Schedule (HTS) codes have moved from the back office to become a boardroom priority.  

For supply chain leaders, incorrect classification can trigger costly penalties and operational delays, as well as frequent customs delays, increased tariff costs, and missed customer delivery targets, according to recent surveys. With enforcement agencies deploying AI-driven auditing capabilities and intensifying scrutiny, there’s an urgent need for sophisticated technology solutions to manage HTS classification at scale. 

The HTS Reality Check 

The Harmonized Tariff Schedule sets tariff rates and statistical categories for all US imports, administered by the US International Trade Commission (USITC) but enforced by Customs and Border Protection (CBP) at ports.  

There are currently over 17,000 unique classification codes across 99 chapters, each requiring precise interpretation. Every ten-digit code breaks down systematically: The first two digits represent the chapter, the next two are the heading, positions, 5-6 are the subheading, 7-8 the rate line, and 9-10 statistical suffixes. Miss the mark, and you're looking at penalties, delays, and potential audits. 

Recent improvements have helped somewhat. In March, the USITC launched a new interactive search tool with database functionality and multiple download formats, but classification complexity continues to challenge even experienced teams. 

Technology Solutions Are Changing the Game 

The most significant advancement helping leaders manage HTS codes? AI. Automated tariff classification systems use AI and ML to classify products with high accuracy, reducing noncompliance risks and delays. The performance improvements are substantial – AI systems are allowing customs officers to increase productivity by up to 80%. 

Multiple vendors now offer AI-driven solutions, including Zonos, which includes multimodal AI systems, specialized tools from AiDock, and demonstration tools from the World Customs Organization. Leading providers report 95%+ accuracy rates for established product categories. for established product categories. 

Beyond standalone tools, there are also comprehensive platforms that address the full HTS lifecycle. Trademo's Classification Engine pulls real-time data from 140+ countries while offering workflow capabilities for collaboration between trade compliance and business teams. 

Advanced solutions like eCustoms' CustomsIQ enable centralized Item Master files supporting multiple users and locations while maintaining audit trails. Integration capabilities distinguish enterprise solutions, connecting seamlessly with ERP systems and customs broker networks. 

And alongside the tech is, unsurprisingly, a race for the right talent – Zero100 data found that the number of companies hiring for HTS/customs compliance roles has increased recently. This is most notable in the sourcing function, with a 68% percentage increase between the start of 2024 and the same time in 2025.  

The Business Case for Action 

Three value drivers make the investment in tech and talent compelling: 

Cost Optimization: Accurate classification prevents both underpayment penalties and duty overpayments. Organizations regularly discover significant annual savings through systematic AI-enabled classification reviews. 

Risk Mitigation: Proper classification is essential for avoiding penalties, delays, and supply chain disruptions, particularly for companies facing heightened scrutiny under regulations like Entry Type 86, a CBP clearance process for low-value shipments imported into the US. 

Operational Scalability: Manual processes break down as product catalogs expand. AI solutions handle large-scale classification projects without proportional staff increases. 

It’s Time to Act 

The trajectory toward AI adoption in HTS classification is irreversible. Organizations delaying implementation risk falling behind competitors who classify faster, more accurately, and at lower cost. 

Regulatory agencies are simultaneously increasing enforcement scrutiny and deploying their own AI capabilities. This creates a compliance arms race where sophisticated tools aren't just about efficiency; they're about demonstrating classification rigor. 

For supply chain leaders, the decision isn't whether to adopt advanced HTS technology but how quickly to implement it.