DutiveX · New classificationClassification work is often fragmented.
Important context is scattered across files, messages and individual memory.
Spreadsheet row
Email thread
Tariff PDF
Broker advice
Individual memory
Defensible customs classification
Customs classification you can understand, review and defend.
DutiveX is building an explainable workspace that connects product facts, classification reasoning, supporting authority and human review in one traceable record.
Currently in developmentDesigned for focused pilot partnerships
Illustrative product concept — not a customs determination.
Designed around the controls serious teams need
Reasoning stays visible
Authority stays connected
Human review remains decisive
The problem
The code is only the end of the decision.
When product facts, research, broker advice and internal judgement live in different places, the business can use a classification without retaining a defensible explanation for it.
DutiveX brings the decision trail together.
One structured case keeps the inputs, logic, evidence and review history connected.
Product detailsWhat is known
ReasoningWhy headings were compared
AuthorityWhat supported the analysis
Human reviewWho accepted or changed it
Final recordWhat can be revisited later
Product concept
See how a classification case could move from product reality to a review-ready record.
These interfaces are conceptual previews of the intended workflow. They are not screenshots of a finished commercial product.
01 · Product intake
Capture the information that drives classification.
Structured intake exposes missing facts before they are silently converted into assumptions.
02 · Classification workspace
Review the reasoning, not just the result.
Compare alternatives, see what was excluded and keep jurisdiction-specific uncertainty explicit.
03 · Evidence and authority
Keep evidence connected to the decision.
Sources, product records, effective dates and open assumptions remain part of the case.
04 · Review-ready record
Create a decision record that can be revisited.
Preserve what was known, what was considered, what remains open and who made the final judgement.
How DutiveX works
A controlled workflow that keeps the specialist in command.
The product is being designed to automate repetitive research and documentation without hiding the points where professional judgement matters.
01
Describe
Capture the product, specification, function, composition, destination and relevant date.
02
Clarify
Ask only the missing questions that could materially change the classification.
03
Reason
Apply tariff structure and authority while showing alternatives and uncertainty.
04
Confirm
A qualified human accepts, challenges or changes the recommendation with attribution.
05
Seal
Retain the facts, source versions, reasoning and final decision as a durable record.
Technical teams
Procurement
Logistics
Customs advisers
Finance
Compliance
A shared workspace
More than a code finder.
DutiveX is intended to become a company system of record for classification decisions—connecting the people who know the product with the people accountable for the trade decision.
Reusable classification recordsReduce repeated research for the same or similar products.
Supporting evidence packagesKeep the business context and authority beside the conclusion.
Review and version historySee who decided what and what changed over time.
Who it is for
Built for organisations that classify repeatedly and cannot rely on guesswork.
Manufacturers
Companies managing technical product catalogues, machinery, components or specialised goods.
Importers and exporters
Teams handling recurring product flows across multiple suppliers, shipments or jurisdictions.
Trade and compliance teams
Professionals responsible for consistency, documentation, internal review and customs risk.
Built deliberately
Credibility should come from controls, not inflated claims.
DutiveX is early-stage. The product is being shaped around a narrow, accountable approach rather than promises of instant or infallible classification.
01
Narrow first use case
Validate focused categories and workflows before expanding broadly.
02
Evidence-led design
Important outputs should remain connected to reasoning and source material.
03
Human accountability
The platform assists reviewable decisions; it does not remove expert responsibility.
04
Built with operators
Pilot partners will shape the practical workflow and the first useful scope.
AM
A founder portrait can replace this monogram when a public photograph is available.
Founder
Arnav Magoo
Founder & Product Builder
Arnav is a software builder focused on turning complex, high-accountability workflows into clear digital systems. His work centres on practical automation, structured records and tools that make decisions easier to review and improve.
He is building DutiveX around the same principle: technology should strengthen human judgement, preserve evidence and make accountability visible.
“Customs classification should not end with an unexplained code in a spreadsheet. Teams should be able to understand what was considered, review the supporting authority and revisit the decision when products or rules change.”
Practical software developmentWorkflow automationStructured record design
Pilot Program
Help shape a more defensible classification workflow.
We are speaking with a small number of manufacturers, importers and trade professionals willing to explore one focused use case and give direct feedback.
Direct founder access
Early influence over product priorities
A narrow, real company use case
Guided onboarding and feedback