Applied AI research · international trade & customs support@axiom-research.net+1 862 244 519209:00–18:00 ET
Axiom System Research
The firm

A research firm, built the way an audit file should be built.

Axiom System Research is an independent, privately held firm applying machine intelligence to international trade and customs. We are not a brokerage and not a law firm. We produce the evidence and the reasoning that brokers, counsel, CFOs and boards act on.

Structure
Independent · privately held
Practice
Customs · duty · origin analytics
Coverage
US measures · global lanes
Delivery
Findings, same business day
01 — Position

Why the firm exists.

Trade compliance is one of the last major corporate functions still performed at the speed of reading. The rules publish faster than any team can absorb them, the records that would settle a question sit in four systems that disagree, and the specialists who can do the work properly are scarce and getting scarcer.

The response most companies can afford is triage: classify what must be classified, file what must be filed, and hope the rest is not examined. That is expensive in two directions at once — duty overpaid quietly, and exposure accumulating in a file nobody has read end to end.

Machine intelligence changes the economics of reading. A model can work through every annex, every ruling, every entry line and every manifest record with the same care on line 40,000 as on line one. What it cannot do is carry professional judgement, and any firm that pretends otherwise is selling a liability.

So we split the work along its natural seam. Machines read, reconcile and draft. Analysts adjudicate. Everything is cited, dated and reproducible. That is the whole thesis of the firm, and every system we build is an expression of it.

02 — Method

The same five stages, every engagement.

Fixed so that findings are comparable across measures, auditable by a third party, and reproducible months after the analyst who wrote them has moved on.

01

Frame the exposure

Which measures matter, which entities are in scope, which decisions the answer has to support, and what would make it defensible to the people who will be asked to stand behind it.

02

Build the evidence base

Official texts, annexes and binding rulings; ocean manifest, registry and corporate records; your catalogue, bills of materials and entry history — normalised into one structured base that keeps provenance on every field and a version on every load.

03

Screen at machine scale

Models read the annexes, reconcile transliteration and naming variants, follow derivative lists and draft the reasoning. Work that would occupy a compliance team for a quarter is processed in hours, uniformly, without fatigue or drift.

04

Adjudicate every consequence

An analyst reviews each flag that moves money or creates liability, records confidence, and — where two readings are defensible — records the disagreement rather than resolving it silently.

05

Deliver, defend, monitor

A dated finding, structured for review by your licensed broker or counsel, who determine classification and make all filings. Where the measure keeps moving, we keep watching it and reissue when it changes.

03 — Principles

Four commitments we will not trade away.

Provenance on every figure

Each flag carries the heading, ruling, notice or record it derives from. A number without a source does not ship.

Inference declared as inference

Modelled values are labelled and bounded. An honest range beats a precise-looking guess you cannot defend.

Professional lines respected

We do not classify on the record, file entries, or give legal advice. Those belong to licensed professionals, and our work is built for their review.

Bad news delivered early

If a position is weak, an exposure is real or a claim will not survive documentation, you hear it from us first and in writing.

04 — Data & security

How your information is handled.

Product descriptions, supplier terms and duty exposure are among the most sensitive data a company holds. They are treated that way.

Never pooled, never trained on

Client data is siloed per engagement, never combined across clients, and never used to train third-party models.

Encrypted in transit and at rest

Modern transport security for everything in flight, encryption at rest for everything stored, access limited to the analysts on your engagement.

NDA before anything is sent

Mutual non-disclosure is signed before you transfer a single document. The first finding needs no documents at all.

Retention on your terms

Retention period agreed in the engagement letter; deletion certified on request when the work ends.

Public sources, cited

Official regulatory publications, binding ruling databases, public vessel manifest records released under 19 CFR 103.31, corporate registries and restricted-party lists. Every one of them named in the finding that relies on it.

05 — Who we work with

And who should probably not hire us.

A good fit

  • Importers of record with material duty spend and a catalogue too large to review by hand
  • Manufacturers exporting after import, where drawback is likely and unclaimed
  • Companies whose sourcing is being redrawn by measures faster than procurement can model it
  • Brokers and trade counsel who want the research load lifted without losing control of the position
  • Private equity and credit teams underwriting a business whose margin depends on duty assumptions

Not a fit

  • Anyone looking for a filing agent — we do not file, and will not
  • Anyone seeking legal advice or an opinion of counsel
  • Anyone wanting a position stated more confidently than the record supports
  • Anyone hoping to avoid duty rather than to pay the correct amount and recover the rest

Bring us a measure and a company name. We will show you what the record already says.

Diligence packs, methodology notes and reference conversations are available to serious counterparties under NDA.

Request a briefing → support@axiom-research.net +1 862 244 5192