Skip to content
Madounمدوّن

Sample data: every shipment is synthetic and every rule is illustrative.

Method

How Madoun works, what it leaves to people, and what in this demo is sample data. Written for a customs officer, not for a pitch.

What Madoun is and is not

Madoun is a layer on top of the systems Abu Dhabi already runs, such as ATLP and MAMAR. It gives each shipment one shared file: what each authority needs, what is already verified, who is holding it up, and for how long.

It does not replace those systems and it is not a new declaration portal. It is not a central database either. The authority that issued or checked a document keeps it; Madoun keeps a receipt that says who verified what, for which goods and until when.

Madoun does not make legal decisions. It recommends, gives the reasons, and keeps the clock. An officer decides.

Five root causes, five answers

Challenge profile 21 names five causes of slow, repeated clearance. Each has a direct answer in the product.

Root causes from challenge profile 21 and the matching feature
Root causeWhat Madoun does
R1No shared decision points, no view of dependencies, no one accountable end to end.A shipment file with the reviews and their dependencies, and one named owner for every step.
R2Evidence is not governed for reuse: unclear provenance, validity, acceptance rules and custodian.Evidence receipts that record issuer, scope, validity and who may rely on them. Another authority can accept a valid receipt instead of checking again.
R3Risk definitions and thresholds differ between authorities.Each authority keeps its own risk signals. They are combined by a stated rule, and disagreements are shown, not hidden.
R4Routine and complex cargo follow the same steps.Green, amber and red lanes with different pathways, plus a flag for post-clearance audit.
R5Outcomes do not feed a shared learning cycle.Inspection results, false interventions and recurring missing documents become suggestions that an officer can approve.

How a shipment moves through it

These steps happen in this order.

  1. File opened. The shipment file is created as soon as the declaration is filed, often days before arrival.
  2. Evidence checked. Madoun matches the goods to the approvals they need and looks for valid receipts. Anything missing, expired or too narrow is named with the reason.
  3. Lane recommended. Risk signals from each authority are combined into a lane, with the reasons written out.
  4. Reviews run in parallel. Reviews that do not depend on each other start together. A review that must wait for another waits only for that one.
  5. Release. When every blocking review is done the file is ready for release. Release can be separated from final duty determination.
  6. Outcome recorded. What an inspection found, or did not find, goes back to the learning loop.

Responsible use

  • Risk factors are limited to objective criteria that WTO Trade Facilitation Agreement Article 7.4 allows: tariff code, type of goods, origin, shipping country, value, the trader’s compliance history and transport mode.
  • Every recommendation comes with its reasons in plain language.
  • An officer can override any lane. The override is recorded with the officer’s name and a written reason.
  • Learning only suggests. A person approves each change to a rule weight, and the change is listed on the Learning page.

What is synthetic, and what needs validating

  • Every shipment, trader, forwarder, receipt and outcome in this demo is synthetic. No real data is used.
  • The rules that map goods to the approvals they need, the authorities’ response times, and the risk weights are illustrative. They come from secondary public sources.
  • The release times on the Today vs Madoun page are modelled, not measured.
  • Before any real use, Abu Dhabi Customs and each authority must confirm which approvals block release at each entry point, the legal basis for one authority to rely on another’s check, which risk factors may be shared, and whether ATLP exposes the status and validity checks Madoun needs.

Robotics extension

When a shipment lands in the red lane, Madoun issues an inspection task: what to check, which containers, and any constraints such as hazardous goods or a cold chain that must stay intact. A person, a scanner, a drone or a ground robot can carry it out.

Today the performer is a simulator. A ROS 2 bridge would replace it and return the same result message. The result becomes an evidence receipt that other authorities can rely on, so a robot’s finding is not trapped in one system.

Sources