Dec 3, 2025
Dec 3, 2025
Dec 3, 2025
AI-powered import duty optimisation for fashion
AI-powered import duty optimisation for fashion
How AI-assisted insight helps fashion businesses recover cash and protect future margin.
Read Time
45 mins
Category
Replay



Executive Summary
Import duties are an invisible but significant drain on margin. High SKU turnover, shifting materials, inconsistent vendor documentation, and rising audit scrutiny make it easy for well-run fashion businesses to overpay without noticing. The complexity is accelerating, and the cost of inaccuracy compounds season after season.
This session brought together Mark O’Neill of Trade Harmonizer and Tom Eastick of retailer, TM Lewin, to unpack where cash leakage occurs and how AI-supported auditing can surface issues in weeks, not months. Trade Harmonizer’s results based model blends automated data extraction with human oversight to identify incorrect HS codes, missing documentation and unclaimed duty on returns. That combination of technology and expertise gives brands a clearer view of risk and a faster route to recovery.
Using real examples – including a £420k one-year overpayment, a multi-season £1.5m leakage, and £10-15k avoided duty through smarter sourcing decisions - the discussion shows how artificial intelligence and specialist review can protect margin today while preventing future losses. Leaders will learn how to run a 20–30 SKU duty health check, where to begin, and how simple changes can build long-term compliance confidence.
What You'll Hear:
How AI supports duty accuracy and human judgment
Why duty leakage is rising across fashion
Common blind spots: outdated HS codes, returns, vendor data gaps
The TM Lewin x Trade Harmonizer story: AI in practice
How to run a 20–30 SKU duty health check
What reclaim vs prevention means for margin
Live examples: £420k–£1.5m multi-season losses recovered, £50k returns exposure, £10–15k avoided costs
How specialist oversight and AI work together
Practical steps for brand, finance and operations teams
Executive Summary
Import duties are an invisible but significant drain on margin. High SKU turnover, shifting materials, inconsistent vendor documentation, and rising audit scrutiny make it easy for well-run fashion businesses to overpay without noticing. The complexity is accelerating, and the cost of inaccuracy compounds season after season.
This session brought together Mark O’Neill of Trade Harmonizer and Tom Eastick of retailer, TM Lewin, to unpack where cash leakage occurs and how AI-supported auditing can surface issues in weeks, not months. Trade Harmonizer’s results based model blends automated data extraction with human oversight to identify incorrect HS codes, missing documentation and unclaimed duty on returns. That combination of technology and expertise gives brands a clearer view of risk and a faster route to recovery.
Using real examples – including a £420k one-year overpayment, a multi-season £1.5m leakage, and £10-15k avoided duty through smarter sourcing decisions - the discussion shows how artificial intelligence and specialist review can protect margin today while preventing future losses. Leaders will learn how to run a 20–30 SKU duty health check, where to begin, and how simple changes can build long-term compliance confidence.
What You'll Hear:
How AI supports duty accuracy and human judgment
Why duty leakage is rising across fashion
Common blind spots: outdated HS codes, returns, vendor data gaps
The TM Lewin x Trade Harmonizer story: AI in practice
How to run a 20–30 SKU duty health check
What reclaim vs prevention means for margin
Live examples: £420k–£1.5m multi-season losses recovered, £50k returns exposure, £10–15k avoided costs
How specialist oversight and AI work together
Practical steps for brand, finance and operations teams

