• Advertise
  • Contact Us
  • Supplier Directory
  • SCB YouTube
  • About Us
  • Login
  • Subscribe
  • Logout
  • My Profile
  • LOGISTICS
    • Air Cargo
    • All Logistics
    • Facility Location Planning
    • Freight Forwarding/Customs Brokerage
    • Global Gateways
    • Global Logistics
    • Last Mile Delivery
    • Logistics Outsourcing
    • LTL/Truckload Services
    • Ocean Transportation
    • Parcel & Express
    • Rail & Intermodal
    • Reverse Logistics
    • Service Parts Management
    • Transportation & Distribution
  • TECHNOLOGY
    • All Technology
    • Artificial Intelligence
    • Cloud & On-Demand Systems
    • Data Management (Big Data/IoT/Blockchain)
    • ERP & Enterprise Systems
    • Forecasting & Demand Planning
    • Global Trade Management
    • Inventory Planning/ Optimization
    • Product Lifecycle Management
    • Robotics
    • Sales & Operations Planning
    • SC Finance & Revenue Management
    • SC Planning & Optimization
    • Supply Chain Visibility
    • Transportation Management
  • GENERAL SCM
    • Business Strategy Alignment
    • Customer Relationship Management
    • Education & Professional Development
    • Global Supply Chain Management
    • Global Trade & Economics
    • Green Energy
    • HR & Labor Management
    • Quality & Metrics
    • Regulation & Compliance
    • Sourcing/Procurement/SRM
    • SC Security & Risk Mgmt
    • Supply Chains in Crisis
    • Sustainability & Corporate Social Responsibility
  • WAREHOUSING
    • All Warehouse Services
    • Conveyors & Sortation
    • Lift Trucks & AGVs
    • Order Management & Fulfillment
    • Packaging
    • RFID, Barcode, Mobility & Voice
    • Warehouse Automation
    • Warehouse Management Systems
  • INDUSTRIES
    • Aerospace & Defense
    • Apparel
    • Automotive
    • Chemicals & Energy
    • Consumer Packaged Goods
    • E-Commerce/Omni-Channel
    • Food & Beverage
    • Healthcare
    • High-Tech/Electronics
    • Industrial Manufacturing
    • Pharmaceutical/Biotech
    • Retail
  • THINK TANK
  • WEBINARS
    • On-Demand Webinars
    • Upcoming Webinars
    • Webinar Library
  • PODCASTS
  • WHITEPAPERS
  • VIDEOS
Home » Untangling the ‘Nightmare’ of HS Codes with Technology
CASE STUDY

Untangling the ‘Nightmare’ of HS Codes with Technology

A PERSON WEARING GLOVES AND A HI-VIS VEST INSPECTS A BROWN CARDBOARD BOX ON A CONVEYOR SYSTEM

Photo: iStock/alvarez

July 17, 2025
Helen Atkinson, Managing Editor

The Harmonized Tariff Schedule that governs all imports into the U.S. may be harmonized, but it’s fiendishly complex. According to Shopify, the American HTS, based on the World Customs Organization’s Harmonized Schedule, is composed of more than 10,000 individual codes. They’re divided into chapters, headings and subheadings that determine the 10-digit HTS code for each item. For businesses sending products across borders, getting one tiny thing wrong can be like awakening a large, dangerous beast. 

“Using the wrong HS code declaration can result in incorrect landed costs, customs delays and holds,” says Rathna Sharad, chief executive officer and co-founder of FlavorCloud, a cross-border trade platform. She points to more serious potential consequences, too, including fines of up to $1 million per violation, seizures of goods, and even loss of import and export privileges.  

The risk is real, Sharad says. “Let’s say you have even just 100 SKUs as a retailer or brand. Now you have to figure out and deeply understand, based on the product characteristics, what the code is. Thirty years ago, there was a big fat book that sat on a desk, for you to look up chapter and sub-chapter. Is it a knit? Does it have a pocket on the bottom or the top? What’s the thread count? And so on. Those all make a difference to how you classify. Now you’ve got a nightmare on your hands, just to do the first six digits. Then the next four for every single country you’re shipping to!”

Now, with greatly increased tariffs for imports into the U.S. already in place, and far more punitive ones threatened by the Trump Administration, the stakes are much higher. Different codes can bring wildly different tariffs. In businesses with low profit margins, making a mistake — or even a poorly informed decision — poses an existential threat. 

What’s more, attempting to wrangle HTS codes into shape via manual processes such as spreadsheets is a ridiculous proposition these days. Even traditional automation, in the form of digitally stored and searchable codes, is of limited utility. Enter artificial intelligence. 

In May, FlavorCloud launched Flash AI, which classifies SKUs and estimates landed costs in real time, pulling descriptions directly from e-commerce storefronts such as Shopify. 

Sharad says the tool takes on the role of a traditional licensed customs broker. She cites the example of a women’s shirt that’s entered as being 100% cotton, but the customs broker catches that it has a different fiber mix, disagrees with the HTS code, and re-classifies the item.

“We’re training the AI to be that customs broker, to do all the things a person would do who is highly trained in determining HS codes,” she says. “So it’s a feedback loop, which gives far more accuracy, because people make mistakes.”

Customers appreciate the reduction in HS-code headaches. Sean Herwaldt, head of operations at Novos, a maker of health supplements designed to counter the effects of aging, didn’t need a super-efficient generator of HTS codes … until he did. 

The company previously had only a small amount of international business, Herwaldt says. At some point, though, it began attracting customers from abroad, requiring cross-border shipments, for which Novos initially relied on FedEx for delivery. 

“It was generic, retail shipping,” he recalls. “Our approach was just to turn on the countries where we were seeing requests, and it was such low volume, it was low stakes. You could send a shipment and see if it got there. That’s the advantage of being a startup; you can take small bets.”

Upon hitting the hockey stick of growth, Novos engaged a new third-party logistics provider, which introduced it to FlavorCloud. After implementation of the software, the company saw a 27% lift in gross revenue, and increased the number of countries it sold into from 20 to 30. 

Herwaldt says the tool identified new countries into which Novos could expand. More specifically, it helped the company to overcome issues with its largest cross-border buyer, Canada, which had imposed limits on any product claiming health benefits to a 90-day supply per recipient. It also has a low de minimis limit of CAD20 ($14.60) per person per day for imported goods. 

“Both of those hit us at different times,” Herwaldt says. “We were seeing a lot of rejections at the border. FlavorCloud was able to help us understand what was going on. Now, we limit the customer’s choices at checkout. They really dig in to find the root cause of problems.” 

“It’s a white-glove service,” says Beth Shulman, who until recently was the senior e-commerce operations manager at the fashion brand Milly. “Even before AI, they would provide harmonized codes for each item shipped overseas that align with what duties and taxes should be paid according to price and content.” FlavorCloud also handled Milly’s international shipping out of the fashion brand’s direct warehouse, feeding orders made on Shopify straight into the vendor’s platform, then to Milly’s distribution center, automatically generating a shipping label and any paperwork required. 

“They took their expertise and made it very, very easy for us to fulfill an order,” Shulman says. “It’s like I’m not an electrician but I want to be sure the lights stay on, and they allowed us to do that. And if there was an issue with customs or international shipping that I couldn’t answer on my own, they were there to answer it. It was really lovely to have that partnership.”

That sentiment is echoed by Herwaldt. “To some extent, I see them as an extension of the company,” he says. “I know a lot about international logistics, but these things change all the time. This is the resource I can lean on when I’m busy and have my focus elsewhere.”

    RELATED CONTENT

    RELATED VIDEOS

    Global Logistics Technology Artificial Intelligence Cloud & On-Demand Systems Global Trade Management Global Supply Chain Management Global Trade & Economics Regulation & Compliance Apparel E-Commerce/Omni-Channel Healthcare Pharmaceutical/Biotech
    • Related Articles

      Coping With the Nightmare of Consumer-Product Recalls

      Can the Government Fix the Trouble with the Supply of Critical Materials?

      Waking Up From the West Coast Port Nightmare: Where Do We Go From Here?

    • Related Directories

      Tecsys, Inc.

    Helen Atkinson, Managing Editor

    Report: Effects of Tariff Turmoil Already Visible at Stores

    More from this author

    Subscribe to our Daily Newsletter!

    Timely, incisive articles delivered directly to your inbox.

    Featured Product

    Popular Stories

    • A GROUP OF NINE PEOPLE STAND SMILING IN A ROW IN THE SUNSHINE BENEATH A SIGN SAYING PORT OF LOS ANGELES

      Transportation Secretary Announces American Supply Chain Sovereignty Initiative

      Global Gateways
    • Ebook_TransformingSupplyChain_thumbnail.jpg

      Transforming Your Supply Chain From Cost Center to Growth Driver

      Forecasting & Demand Planning
    • TWO WORKERS DISCUSS DATA SHOWN ON COMPUTER SCREENS

      Gartner: Gap in SC AI Talent Cannot Be Closed by Hiring Alone

      Artificial Intelligence
    • A pair of hands reaches towards a cluster of icons showing global logistics network distribution and transportation

      CSCMP's State of Logistics Report: Get Used to the Fog

      Logistics
    • A CLOSE UP OF THE FACE OF A MIDDLE-AGED MAN IN A SUIT AND TIE

      Trump’s Energy Chief Says Half of Hormuz Stoppages Restored

      Global Gateways

    Digital Edition

    2026 esg cover main scb q2 2026 cover

    SupplyChainBrain 2026 ESG Guide: ESG — The Supply Chain’s Biggest Secret

    VIEW THE LATEST ISSUE

    Case Studies

    • Recycled Tagging Fasteners: Small Changes Make a Big Impact

    • A GRAPHIC SHOWING MULTIPLE FORMS OF SHIPPING, WITH A HUMAN STANDING AT THE CENTER, TOUCHING A SYMBOLIC MAP OF THE WORLD

      Enhancing High-Value Electronics Shipment Security with Tive's Real-Time Tracking

    • A GRAPHIC OF INTERLACING HONEYCOMBED ELEMENTS REPRESENTING GLOBAL BUSINESS TRANSACTIONS

      Moving Robots Site-to-Site

    • JLL Finds Perfect Warehouse Location, Leading to $15M Grant for Startup

    • Robots Speed Fulfillment to Help Apparel Company Scale for Growth

    Visit Our Sponsors

    4flow Arkieva Blue Yonder
    Carton Cloud CoEnterprise Dassault
    Duravant E2Open General Logistics Systems
    Hy-Tek iGPS Korber
    Lyngsoe Procurability Quinyx
    SAP Sikick Systech
    S&P Global Mobility TADA TransImpact
    US Bank Werner Enterprises WSI
    • More From SCB
      • Featured Content
      • Video Library
      • Think Tank Blog
      • SupplyChainBrain Podcast
      • Whitepapers
      • On-Demand Webinars
      • Upcoming Webinars
    • Digital Offerings
      • Digital Issue
      • Subscribe
      • Manage Email Preferences
      • Newsletters
    • Resources
      • Events Calendar
      • 2026 Event Coverage
      • SCB's Great Supply Chain Partners
      • Supplier Directory
      • Case Study Showcase
      • Supply Chain Innovation Awards
      • 100 Great Partners Form
    • SCB Corporate
      • Advertise on SCB.COM
      • About Us
      • Privacy Policy
      • Contact Us
      • Data Sharing Opt-Out

    All content copyright ©2026 Keller International Publishing Corp All rights reserved. No reproduction, transmission or display is permitted without the written permissions of Keller International Publishing Corp

    Design, CMS, Hosting & Web Development :: ePublishing