회사 소개

AI 에이전트뉴스채용

Language

SFA / 07HS CODE · DANGEROUS GOODS

HS & DG Classification

Upload the shipping documents you already have and get the Singapore AHTN 8-digit HS code and the UN number, proper shipping name, class and packing group per product, each carrying the clause it came from.

HS code and dangerous goods classification · SingaporeSWITCH 2026 · Booth · 27–29 October 2026 · Marina Bay Sands, Singapore

Send the documents you already have.
Get two determinations back, each with the clause behind it.

We are an AI company in Seoul. We build classification models for trade and logistics — HS codes and dangerous goods — and we have pointed them at Singapore declarations.

One record per product, not per shipment. No sorting, no templates, no pre-cleaning. And where the documents do not support a determination, the value is withheld and the record names what is missing, because a classifier that always answers is a classifier you have to check every time.

In production

Fortune Global 500 manufacturer

headquartered in Korea. HS classification, dangerous goods, duty recovery and shipping-document entry. More than KRW 2 billion (about USD 1.5 million) saved a year.

Selected by OpenAI

1 of 10 Korean startups

Ministry of SMEs and Startups 2024 Global Corporate Collaboration Programme, for Vision-AI automation of shipping-document entry.

Registered patents

3 in Korea

Document cross-verification, HS classification, restricted-cargo screening.

Send · Merge · Determine · Ground · Deliver

How it works, end to end

Five stages. Nothing to prepare before stage one, and nothing to integrate before stage five.

1

What you send

Commercial Invoice
Packing List
Bill of Lading
Safety Data Sheet
Specification sheet
Product photograph

Mixed and unsorted, bulk or one at a time. Minimum one spec sheet.

2

One record per product

  • Read every file
  • Extract each product down to its smallest distinguishing spec
  • Merge the same product across documents
  • Record file, page and row

Not grouped into shipments. Both values are properties of the product itself.

3

Two determinations

HS classificationSingapore AHTN 8-digit

8508.11.00

Heading 85.08 · Subheading 8508.11

General Interpretative Rules 1, 6

On the STCCED 2022 tariff. Upper six digits are the international common code.

Confidence 93 / High
Dangerous goods classificationIATA DGR

UN 3481

Lithium ion batteries contained in equipment

Class 9 · no subsidiary risk · no packing group

The same four values apply under the IMDG Code, so we return one result.

Confidence 89 / High
4

Every value carries its grounds — built at the same moment as the value, not attached afterwards

  • The clauseand its exact wording
  • The regulationname, edition, location
  • Confidence0–100 with a band
  • The sourcefile, page and row
  • Re-check conditionwhen to look again
5

Where the result goes — you pick the one your team already works in

Screencopy button on every value
Excel / CSVone row per product, straight into your sheet
Exception listonly the items that need a person
Evidence PDFfor audit and the five-year retention
Shared linkread-only, no account, one record for three parties
REST APIJSON into your own system

The grounds are built at the same moment as the value. Attached afterwards, they are not evidence.

Not built: filing. TradeNet, air dangerous goods declarations and port declarations stay with you. We supply the values and the grounds behind them.

The engine that reads these documents is in production today with a Fortune Global 500 manufacturer headquartered in Korea.

Sample record

What a determination actually looks like

One product, one page. The grounds sit next to the value, not in an appendix. The two axes are judged independently, so the HS code can be settled while the dangerous goods question stays open — which is exactly what happened here.

Item cardEvidence PDFShared linkExcel / CSVSTCCED 2022 · IATA DGR

Two-Part Epoxy Adhesive — 50 ml Cartridge

Retail pack · net 62 g per cartridge · 240 cartridges

SAMPLE
HS Classification — Singapore AHTN 8-digitDetermined
HS code
3506.10.00
Heading
35.06
Subheading
3506.10
Rules applied
GIR 1, 6
Confidence
87 / High
“Products suitable for use as glues or adhesives, put up for retail sale as glues or adhesives, not exceeding a net weight of 1 kg”

STCCED 2022 · Chapter 35, heading 35.06, subheading 3506.10 — net weight of 62 g per retail cartridge is below the 1 kg limit in the subheading text.

Dangerous Goods ClassificationUndetermined

Cannot determine UN number.

Required: composition data (Safety Data Sheet, Section 3) and flash point (Section 9)

COMPOSITION_UNKNOWNPacking List and Commercial Invoice only, with no safety data sheet in the upload. Epoxy systems fall inside or outside the regulations depending on the hardener, so the entry cannot be selected from a description.

Next step — request the safety data sheet and re-run this one item. Nothing else in the batch is affected.

Source PL-ADH-3391.pdf · page 1 · row 12 · “EPOXY ADHESIVE 2-PART 50ML CARTRIDGE / 240 PCS · INV-ADH-3391.pdf · page 2 · row 12 · Safety Data Sheet: not supplied

Interface concept. The determination, grounds and sources are a sample record.

What we sell is not accuracy in the abstract

It is the number of records nobody has to open.

459 of 500 settled, with grounds attached

41 exceptions

a person opens these

Low confidence, undetermined, conflicting attributes across documents, or a mismatch against the shipper’s own declaration — each carries the reason. Figures are illustrative of one batch shape, not a published accuracy rate.

The same batch, as it lands in your working sheet
PRODUCT NAMEHS CODEDGUN NO.PROPER SHIPPING NAMECLASSPGCONFIDENCE HS / DGUNDETERMINED REASON
1Cordless Stick Vacuum VC-720085081100Yes3481Lithium ion batteries contained in equipment993 / 89
2Isopropyl Alcohol 99.9%29051200Yes1219Isopropanol3II95 / 94
3Two-Part Epoxy Adhesive 50 ml35061000Undetermined87 / –dg: COMPOSITION_UNKNOWN
4Aluminium Heat Sink 120×8076169990No91 / 96
5Lithium Ion Cell 18650 3.6 V 3000 mAh85076000Yes3480Lithium ion batteries996 / 95
6Silicone Sealant 300 ml Cartridge32141000No84 / 90hs: LOW_CONFIDENCE

Scroll the table sideways to see every column.

One row per product, columns ordered to match the declaration form. Two of the six here need a person, and both say why.

We classify. We do not decide whether it can be loaded, cleared, or what to file.

The boundary is a design choice, not a limitation
  1. Sourcingyou
  2. ClassificationWeraser
  3. Packing and markingyou or your packer
  4. Cargo acceptancethe carrier decides
  5. Filingyou file
  6. Clearancecustoms decides
What we do not decide, and who does
Acceptance and quantity limitsNeeds packaging, aircraft or vessel and routing. Shipping documents do not carry it.The carrier
Whether the goods clear customsNeeds contract terms, counterparty and destination controls.Customs
Which permit to apply forThe HS code is the input to the controlled-goods check, not the decision.You
Filing the declarationTradeNet, air dangerous goods and port declarations.You

A narrow question is one we can answer with evidence that survives a post-clearance review. That is the whole reason the line is drawn here.

Why this is worth thirty minutes

S$75

Singapore Customs advance ruling, per product

30 days

Time to receive that ruling. Cargo moves daily

Importers and local manufacturers only

Who may apply. Forwarders and declaring agents cannot

12 hours

Port dangerous goods declaration, before arrival or loading, by owner, agent or master

Singapore’s applied duty is nil on almost everything, and the HS code is still mandatory — it is the input to the controlled-goods check across fourteen competent authorities. The gap between a daily cargo flow and a thirty-day official answer is absorbed by somebody at a desk.

How a first engagement runs

01

A call, thirty minutes

You tell us how the classification gets decided today and how long one item takes. We tell you plainly whether we can help, and where we cannot.

02

Thirty of your own items

Send thirty recent declarations with the documents behind them. We return the same thirty as product records with grounds attached.

03

You check us

Your team compares our output against what was filed. Disagreements are the finding, not a failure — that is what the exercise is for.

Kai

kai@weraser.com

weraser.com

Weraser · Seoul, Republic of Korea

Three registered patents in document cross-verification, HS classification and restricted-cargo screening (KR)

Classification only. Acceptance and quantity limits are out of scope. Reference regulation for dangerous goods: IATA Dangerous Goods Regulations. The UN number, Proper Shipping Name, class and packing group we produce carry the same values under the IMDG Code, and we name the source rather than hiding it. Determinations shown in this document are sample records prepared for illustration.

SWITCH 2026 · 27–29 OCTOBER · MARINA BAY SANDS

A call first. Singapore second.

We run a booth at SWITCH 2026, 27–29 October, at Marina Bay Sands — but a booth is a poor place for a first conversation. Give us thirty minutes on a video call in September, and if it is worth continuing we will have your own items ready to look at when we meet in person.

Book a video call
HS & DG Classification — Upload the shipping documents you already have and get the Singapore AHTN 8-digit HS code and the UN number, proper shipping name, class and packing group per product, each carrying the clause it came from. | Weraser | Weraser