Trade and AI NewsWorth Reading.

Where trade, AI, and the news intersect.

How to Create an AI-Assisted HS/HTS Product Classification

September 23, 2026

How to Create an AI-Assisted HS/HTS Product Classification

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Tariff Refund Showdown, Tightening Enforcement, and Data Deadlines

August 14, 2026

Tariff Refund Showdown, Tightening Enforcement, and Data Deadlines

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Critical Minerals Clampdown, Enforcement Surge, and AI at the Border

August 7, 2026

Critical Minerals Clampdown, Enforcement Surge, and AI at the Border

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What Is ECCN? Complete Export Control Classification Guide

October 6, 2026

What Is ECCN? Complete Export Control Classification Guide

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AI HTS Classification Software: How to Choose the Right One

October 16, 2026

AI HTS Classification Software: How to Choose the Right One

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IEEPA Refunds Advance, Broker Crackdowns, and Digital Trade Rules

June 12, 2026

IEEPA Refunds Advance, Broker Crackdowns, and Digital Trade Rules

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IEEPA Refunds Face CIT Pressure, USMCA Review Talks Begin

May 29, 2026

IEEPA Refunds Face CIT Pressure, USMCA Review Talks Begin

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Enforcement Ramps Up: Container Case, USMCA Labor, and Duty Shifts

May 22, 2026

Enforcement Ramps Up: Container Case, USMCA Labor, and Duty Shifts

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Audit-Ready HTS Classification Memo: What It Requires

October 16, 2026

Audit-Ready HTS Classification Memo: What It Requires

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Improve SAP GTS Classification Without Replacing It

October 16, 2026

Improve SAP GTS Classification Without Replacing It

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How to Classify Across Multiple HTS Headings (Example)

October 16, 2026

How to Classify Across Multiple HTS Headings (Example)

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Enforcement Ramps Up as USMCA Review Reshapes North American Trade

April 24, 2026

Enforcement Ramps Up as USMCA Review Reshapes North American Trade

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IEEPA Refunds Begin, EU Steel Tightens, Enforcement Ramps Up

April 17, 2026

IEEPA Refunds Begin, EU Steel Tightens, Enforcement Ramps Up

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How to Classify 1,000 SKUs in a Single Batch with Audit-Ready Outputs

April 15, 2026

How to Classify 1,000 SKUs in a Single Batch with Audit-Ready Outputs

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Automate HTS Classification Without Losing Defensibility

October 16, 2026

Automate HTS Classification Without Losing Defensibility

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Why Some Tariff Classification Decisions Age Better Than Others

April 1, 2026

Why Some Tariff Classification Decisions Age Better Than Others

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How Tariff Classification Decisions Become Organizational Precedent

March 18, 2026

How Tariff Classification Decisions Become Organizational Precedent

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Designing Tariff Review and Reclassification Systems

October 16, 2026

Designing Tariff Review and Reclassification Systems

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The Lifecycle of a Tariff Classification Decision

March 17, 2026

The Lifecycle of a Tariff Classification Decision

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U.S. Opens Section 301 Probe Into Industrial Overcapacity

October 16, 2026

U.S. Opens Section 301 Probe Into Industrial Overcapacity

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IEEPA Refunds, New 301 Fronts, and Triple-Digit AD/CVD

March 13, 2026

IEEPA Refunds, New 301 Fronts, and Triple-Digit AD/CVD

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Tariff Engineering: What Is Legal and What Crosses the Line

October 16, 2026

Tariff Engineering: What Is Legal and What Crosses the Line

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The Countries That Control Most Global Imports

March 11, 2026

The Countries That Control Most Global Imports

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HTS Classification for Electronics: Common Errors to Avoid

October 16, 2026

HTS Classification for Electronics: Common Errors to Avoid

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Section 122 Tariff Challenge, IEEPA Refunds, and USMCA Review

March 6, 2026

Section 122 Tariff Challenge, IEEPA Refunds, and USMCA Review

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What Happens If You Get an HTS Code Wrong

July 27, 2026

What Happens If You Get an HTS Code Wrong

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Parts vs. Accessories in HTS Classification

July 27, 2026

Parts vs. Accessories in HTS Classification

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When Classification Changes Without the Product Changing

March 3, 2026

When Classification Changes Without the Product Changing

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Trade Insight AI Expands Classification Coverage to the UK and China

February 26, 2026

Trade Insight AI Expands Classification Coverage to the UK and China

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Sets, Kits, and Bundles in HTS Classification

July 27, 2026

Sets, Kits, and Bundles in HTS Classification

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The Most Common HTS Classification Errors Found in Audits

February 24, 2026

The Most Common HTS Classification Errors Found in Audits

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U.S. Ends Emergency IEEPA Tariffs

February 23, 2026

U.S. Ends Emergency IEEPA Tariffs

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CROSS Rulings Explained: How to Find and Apply Them

October 16, 2026

CROSS Rulings Explained: How to Find and Apply Them

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Supreme Court Limits IEEPA Tariff Authority

July 27, 2026

Supreme Court Limits IEEPA Tariff Authority

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Tariffs in Flux: Transatlantic Reset, AD/CVD Surge, and Maritime Fees

February 20, 2026

Tariffs in Flux: Transatlantic Reset, AD/CVD Surge, and Maritime Fees

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Why Two Identical Products Can Have Different HTS Classifications

February 19, 2026

Why Two Identical Products Can Have Different HTS Classifications

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Classification Changes as System Events

February 18, 2026

Classification Changes as System Events

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The Hidden Risk of Inherited Classifications

February 17, 2026

The Hidden Risk of Inherited Classifications

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Evidence Decay: When Good Classifications Go Bad

February 16, 2026

Evidence Decay: When Good Classifications Go Bad

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Valuation Rule Under Fire, New Trade Pacts, and Compliance Tightens

February 13, 2026

Valuation Rule Under Fire, New Trade Pacts, and Compliance Tightens

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What Metrics Actually Demonstrate Control in Classification Programs

February 11, 2026

What Metrics Actually Demonstrate Control in Classification Programs

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Why Consistency Is Harder Than Accuracy in Classification Systems

February 10, 2026

Why Consistency Is Harder Than Accuracy in Classification Systems

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Classification Overrides as Signals: What Patterns Reveal

October 16, 2026

Classification Overrides as Signals: What Patterns Reveal

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EU Tariff Classification: Now Available at Trade Insight AI

February 5, 2026

EU Tariff Classification: Now Available at Trade Insight AI

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How Audit Questions Reveal Gaps in Trade Operating Models

February 4, 2026

How Audit Questions Reveal Gaps in Trade Operating Models

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Reframing Trade Compliance as a Control Function

February 3, 2026

Reframing Trade Compliance as a Control Function

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Why Scaling Headcount Rarely Solves Classification Problems

February 2, 2026

Why Scaling Headcount Rarely Solves Classification Problems

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Bulk Classification, EU-India FTA & HS 2028: Trade Update

October 16, 2026

Bulk Classification, EU-India FTA & HS 2028: Trade Update

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Benchmarking Trade Compliance Maturity Across Organizations

January 29, 2026

Benchmarking Trade Compliance Maturity Across Organizations

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What Trade Leaders Should Measure to Understand Classification Risk

January 28, 2026

What Trade Leaders Should Measure to Understand Classification Risk

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Correct Classifications That Still Create Duty Overpayment

January 27, 2026

Correct Classifications That Still Create Duty Overpayment

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Practical Scenarios: GRI 3(b) and Note 14 Applied to Apparel Sets

July 27, 2026

Practical Scenarios: GRI 3(b) and Note 14 Applied to Apparel Sets

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Classification Drift and the Illusion of Stability

January 22, 2026

Classification Drift and the Illusion of Stability

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Cost of GRI 3(b) Errors: Penalties and Real Examples

October 16, 2026

Cost of GRI 3(b) Errors: Penalties and Real Examples

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How TIA Automates GRI 3(b) and Note 14 for Accurate Classification

January 19, 2026

How TIA Automates GRI 3(b) and Note 14 for Accurate Classification

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GRI 3(b) Set Classification: Rules and Common Mistakes

October 16, 2026

GRI 3(b) Set Classification: Rules and Common Mistakes

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Section XI Note 14: Why Garments Override Set Rules

October 16, 2026

Section XI Note 14: Why Garments Override Set Rules

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How Image Classification Works on Trade Insight AI

October 16, 2026

How Image Classification Works on Trade Insight AI

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CROSS and Chapter Notes: Resolving Borderline Cases

October 16, 2026

CROSS and Chapter Notes: Resolving Borderline Cases

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CROSS for Apparel and Textiles Explained

July 27, 2026

CROSS for Apparel and Textiles Explained

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CROSS Rulings That Often Mislead Classifiers and Why

December 22, 2025

CROSS Rulings That Often Mislead Classifiers and Why

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CROSS for USMCA: How Rulings Shape Origin Decisions

October 16, 2026

CROSS for USMCA: How Rulings Shape Origin Decisions

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Old vs Recent CROSS Rulings: Avoiding Obsolete Logic

October 16, 2026

Old vs Recent CROSS Rulings: Avoiding Obsolete Logic

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CROSS and GRI 1: Better Product Descriptions From Rulings

October 16, 2026

CROSS and GRI 1: Better Product Descriptions From Rulings

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 When a CROSS Ruling Applies to Your Product and When It Does Not

October 6, 2026

When a CROSS Ruling Applies to Your Product and When It Does Not

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CROSS for Electronics, Machinery & Complex Assemblies

October 16, 2026

CROSS for Electronics, Machinery & Complex Assemblies

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How to Build an Audit Ready Memo Using CROSS and GRI Together

December 10, 2025

How to Build an Audit Ready Memo Using CROSS and GRI Together

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CROSS vs Internal Classification Logic: Align or Diverge

October 16, 2026

CROSS vs Internal Classification Logic: Align or Diverge

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The Most Common Mistakes When Using CROSS for HTS Research

December 9, 2025

The Most Common Mistakes When Using CROSS for HTS Research

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How to Use CROSS to Strengthen HTS Classification Workflows

December 4, 2025

How to Use CROSS to Strengthen HTS Classification Workflows

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How to Train Teams on GRI Without Tariff Expertise

October 16, 2026

How to Train Teams on GRI Without Tariff Expertise

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GRI for Electronics and Machinery: A Practical Guide

October 16, 2026

GRI for Electronics and Machinery: A Practical Guide

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GRI Decision Tree: Applying HTS Rules Step by Step

October 16, 2026

GRI Decision Tree: Applying HTS Rules Step by Step

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GRI and Product Descriptions: Reducing Classification Risk

October 16, 2026

GRI and Product Descriptions: Reducing Classification Risk

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How AI Helps Apply GRI Consistently Across Products

October 16, 2026

How AI Helps Apply GRI Consistently Across Products

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De Minimis Reset, 301 Relief, and Enforcement Heat

November 28, 2025

De Minimis Reset, 301 Relief, and Enforcement Heat

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How GRI Helps Determine Origin in FTA Contexts

October 16, 2026

How GRI Helps Determine Origin in FTA Contexts

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GRI 6: Why Heading Selection Isn't the Final Step

October 16, 2026

GRI 6: Why Heading Selection Isn't the Final Step

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GRI 5: How Packaging and Containers Affect HTS Codes

October 16, 2026

GRI 5: How Packaging and Containers Affect HTS Codes

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GRI 4 and Most Similar Goods: Avoiding Misclassification

October 16, 2026

GRI 4 and Most Similar Goods: Avoiding Misclassification

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GRI 3 Guide: Composite Goods, Sets & Mixed Materials

October 16, 2026

GRI 3 Guide: Composite Goods, Sets & Mixed Materials

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GRI 2(a): Classifying Unassembled & Incomplete Goods

October 16, 2026

GRI 2(a): Classifying Unassembled & Incomplete Goods

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Enforcement Tightens, Data Rules Expand, and USMCA Automation Advances

November 21, 2025

Enforcement Tightens, Data Rules Expand, and USMCA Automation Advances

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IEEPA vs. GSP Refunds: How Importers Can Prepare

October 16, 2026

IEEPA vs. GSP Refunds: How Importers Can Prepare

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GRI 1: Why Legal Text Shapes Every Classification

October 16, 2026

GRI 1: Why Legal Text Shapes Every Classification

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Introducing Trade Insight AI's New USMCA Engine

July 27, 2026

Introducing Trade Insight AI's New USMCA Engine

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Where FTAs Matter: A Practical Guide for Importers and Exporters

November 19, 2025

Where FTAs Matter: A Practical Guide for Importers and Exporters

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HTS Classification Software: How It Works & Why It Matters

August 12, 2026

HTS Classification Software: How It Works & Why It Matters

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Trade Insight AI vs. Tradewin: Cost, Speed & Audit-Readiness Compared

July 10, 2026

Trade Insight AI vs. Tradewin: Cost, Speed & Audit-Readiness Compared

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Chinese Supplier Descriptions and HTS Misclassification

October 16, 2026

Chinese Supplier Descriptions and HTS Misclassification

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Export Snapshot: Japan — Digital Trade Guide

July 27, 2026

Export Snapshot: Japan — Digital Trade Guide

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Export Snapshot: Singapore — USSFTA Guide

July 27, 2026

Export Snapshot: Singapore — USSFTA Guide

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PFAS Reporting Relief, China 301 Pause, and Critical Minerals Watch

November 14, 2025

PFAS Reporting Relief, China 301 Pause, and Critical Minerals Watch

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Export Snapshot: Peru — PTPA Guide

July 27, 2026

Export Snapshot: Peru — PTPA Guide

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Export Snapshot: Panama — PATPA Guide

July 27, 2026

Export Snapshot: Panama — PATPA Guide

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Export Snapshot: Oman — USOFTA Guide

July 27, 2026

Export Snapshot: Oman — USOFTA Guide

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Export Snapshot: Morocco — USMFTA Guide

July 27, 2026

Export Snapshot: Morocco — USMFTA Guide

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Export Snapshot: South Korea — KORUS Guide

July 27, 2026

Export Snapshot: South Korea — KORUS Guide

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Export Snapshot: Jordan — USJFTA Guide

July 27, 2026

Export Snapshot: Jordan — USJFTA Guide

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Export Snapshot: Israel — USIFTA Guide

July 27, 2026

Export Snapshot: Israel — USIFTA Guide

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Export Snapshot: Central America — CAFTA-DR Guide

July 27, 2026

Export Snapshot: Central America — CAFTA-DR Guide

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Export Snapshot: Colombia — CTPA Guide

July 27, 2026

Export Snapshot: Colombia — CTPA Guide

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Export Snapshot: Chile — USCFTA Guide

July 27, 2026

Export Snapshot: Chile — USCFTA Guide

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Export Snapshot: North America — USMCA Guide

July 27, 2026

Export Snapshot: North America — USMCA Guide

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Surprising HTS Classifications and What They Teach Us

October 16, 2026

Surprising HTS Classifications and What They Teach Us

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Export Snapshot: Bahrain — USBFTA Guide

July 27, 2026

Export Snapshot: Bahrain — USBFTA Guide

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Export Snapshot: Australia and AUSFTA for U.S. Exporters

October 16, 2026

Export Snapshot: Australia and AUSFTA for U.S. Exporters

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Managing Section 301 Duties: Exclusions & Re-engineering

October 16, 2026

Managing Section 301 Duties: Exclusions & Re-engineering

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How to Design Products for Lower Duties, Legally

October 16, 2026

How to Design Products for Lower Duties, Legally

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How to Defend Your Declared Value During a CBP Audit

September 25, 2026

How to Defend Your Declared Value During a CBP Audit

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How Digital Goods and Software Licensing Complicate Valuation

September 30, 2026

How Digital Goods and Software Licensing Complicate Valuation

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The History of Tariff Engineering and Why It Still Matters

September 30, 2026

The History of Tariff Engineering and Why It Still Matters

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The Fine Line Between Tariff Engineering and Evasion

October 30, 2025

The Fine Line Between Tariff Engineering and Evasion

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GRI 1-6: A Practical Guide to HTS Classification Rules

October 16, 2026

GRI 1-6: A Practical Guide to HTS Classification Rules

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When Related-Party Pricing Becomes a Valuation Problem

October 28, 2025

When Related-Party Pricing Becomes a Valuation Problem

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The Five Most Overlooked Dutiable Additions in Customs Valuation

October 28, 2025

The Five Most Overlooked Dutiable Additions in Customs Valuation

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How USMCA Qualification Interacts With HTS Classification

October 27, 2025

How USMCA Qualification Interacts With HTS Classification

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The Hidden Risks of Copy-and-Paste Classifications Across SKUs

October 24, 2025

The Hidden Risks of Copy-and-Paste Classifications Across SKUs

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Tariffs in Flux, 301 on Nicaragua, and AI Bulk HTS Classification

October 15, 2026

Tariffs in Flux, 301 on Nicaragua, and AI Bulk HTS Classification

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Bulk Classification in Trade Insight AI: Speed with Legal Precision

December 26, 2025

Bulk Classification in Trade Insight AI: Speed with Legal Precision

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What CROSS Rulings Can, and Can’t, Tell You About Your Products

September 25, 2026

What CROSS Rulings Can, and Can’t, Tell You About Your Products

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How to Build a Defensible Classification Audit Trail

October 22, 2025

How to Build a Defensible Classification Audit Trail

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Why “Reasonable Care” Still Means Human Oversight in an AI World

October 21, 2025

Why “Reasonable Care” Still Means Human Oversight in an AI World

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HTS Classification Mistake #7: Copying Competitors

October 16, 2026

HTS Classification Mistake #7: Copying Competitors

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HTS Classification Mistake #6: No Audit Trail

October 16, 2026

HTS Classification Mistake #6: No Audit Trail

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HTS Classification Mistake #5: HTS vs. USMCA Rules

October 16, 2026

HTS Classification Mistake #5: HTS vs. USMCA Rules

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HTS Classification Mistake #4: Assembled vs. Unassembled

October 16, 2026

HTS Classification Mistake #4: Assembled vs. Unassembled

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HTS Classification Mistake #3: CROSS Rulings Out of Context

October 16, 2026

HTS Classification Mistake #3: CROSS Rulings Out of Context

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HTS Classification Mistake #2: Material Over Function

October 16, 2026

HTS Classification Mistake #2: Material Over Function

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HTS Classification Mistake #1: Ignoring Section Notes

October 16, 2026

HTS Classification Mistake #1: Ignoring Section Notes

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Common Classification Mistakes and How to Avoid Them

October 14, 2025

Common Classification Mistakes and How to Avoid Them

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What Is the HTS and Why It Matters for Global Trade

October 16, 2026

What Is the HTS and Why It Matters for Global Trade

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Complexities of USMCA Validation in the Pharmaceutical Industry

October 2, 2025

Complexities of USMCA Validation in the Pharmaceutical Industry

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Safeguards on the Rise, CBAM Relief Advances, and Controls Tighten

September 19, 2025

Safeguards on the Rise, CBAM Relief Advances, and Controls Tighten

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U.S.–EU Reset Leads Week as Enforcement and AD/CVD Actions Intensify

August 22, 2025

U.S.–EU Reset Leads Week as Enforcement and AD/CVD Actions Intensify

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