Field guide No. 08 · Checkout

Cross-border tariff & duty automation

AI interprets. Rules calculate. The model never invents the rate.

Classification assist · rules engine · landed cost at checkout

Field guide No. 08Checkout

Cross-border tariff & duty automation

Classification assist · rules engine · landed cost at checkout

The problem

Selling internationally is hard: per-country duties, VAT and GST, customs rules, restricted items and paperwork. Surprise landed costs cause refused deliveries and angry customers, so many merchants avoid international markets altogether.

The approach

Split the problem in two. AI reads messy product data and suggests HS codes, and reads regulation changes. A deterministic rules engine calculates duties and taxes from official tables, so every number is explainable and auditable.

How it works

shop.example / checkoutShipping toLondon, United KingdomMerino crew knit × 2$180.00Shipping$24.00Duties & taxes$41.60Total, landed$245.60Pay now · no fees at the doorMerino crew knitOat · M
What the customer sees.What runs underneath.

Cross-border automation shows real-time landed cost at checkout, classifies products to HS codes, checks restricted items and generates customs documents. AI handles the fuzzy work of reading product data and regulations; a rules engine does the exact, auditable calculation from official tables.

Fuzzy (AI)Read product data, suggest an HS code, summarize rule changes.
Deterministic (rules)Exact duty and tax math from official tables. Auditable.
CheckoutLanded cost shown up front. No surprise at the door.
DocumentsCustoms paperwork generated, restricted items blocked.

Watch-outs

  • Tariff regimes are changing fast. Monitor the regulatory sources as well as the rates.
  • Classification errors carry penalties. Keep a human sign-off for low-confidence codes.
  • Never let a language model output a duty rate directly.

Accelerators and stack

  • Duty, tax and HS classification: Zonos, Avalara, TariffLens, GingerControl, Harmonize
  • Cross-border platforms: Global-e, Passport, Flow, Borderfree (now part of Global-e)

What it takes to start

Catalog with materials and origin, target markets and current shipping data. A landed-cost pilot for one corridor in six to eight weeks.

Growth from new markets, plus fewer refused deliveries and support tickets.

In short

Questions

Why not let AI calculate the duty?

Because the answer must be exact and auditable. AI is good at interpreting; rules are good at arithmetic.

Which market should we open first?

The one where your landed cost is most competitive and returns are simplest. The pilot sizes that.

Next step

Bring one number you want to move.

Thirty minutes with the founder. You'll leave with a straight answer on whether AI is the right tool for it.

Book a call

AI is… the Future.