Logistics & supply chain
Which order exceptions can a rule settle, and which need your team?
For shippers, 3PLs and freight operators. Most exceptions follow rules someone already knows; the cost is in handling each one by hand, and in the ones handled differently every time.
What to compile, what to keep on a model, what to leave alone
Typical calls, not a verdict on your workflow. The Workflow Diagnostic decides yours, on your own cases.
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Order exceptions
Compile into codeShort shipments, address problems and holds usually follow known rules. Written down as code, they are handled the same way on every shift.
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Carrier selection
Compile into codeRate, lane and service-level rules with a right answer for each shipment, and a record of why it was chosen.
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Customs document checks
Keep with an AI modelReading invoices, packing lists and certificates is document work for a model inside a schema. The checks against the rules run as code.
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Disputes with key accounts
Don’t automateRelationship calls stay with your team, with the full history in front of them.
What your regulator or auditor will ask
Customs and trade rules differ by country and change often, and your broker and compliance team own them. What we help with is showing which version of a rule made each decision, so a question from an auditor or a customs authority has an answer.
Last reviewed: 11 October 2026 by the IOanyT advisory team. This is general information, not legal advice.
Our own AI work runs under a certified AI management system, and the evidence we hand over is built the same way. IOanyT is certified to ISO/IEC 42001, the international standard for AI management systems. What the evidence pack contains
Closest work we can show
Chosen by the kind of problem, not the industry. Each case says which sector it comes from.
Research notes
What the public record shows for logistics, travel and hospitality, the options weighed and the benchmark we would set.
Research note
A Record Your Staff Open Before They Pick Up the Phone. Here Is the Benchmark We Would Set.
Research note
A Year After the Deal You Still Run Two of Everything. Here Is the Benchmark We Would Set.
Research note
Everything Waits for "After the Replacement". Four Ways Forward, Weighed.
Old system holding the rules?
Warehouse and transport systems often hold routing and exception rules nobody has written down. Specify them before you migrate.
Legacy System Specification AssessmentHow we’d start
- 1. AI Reliability Review. Free, 60–90 minutes, a 2-page findings note you keep.
- 2. Workflow Diagnostic. Two to three weeks to decide what to compile, keep on a model or leave alone.
Fixed price, agreed at scoping. Stop after any step. The findings are yours.
Tell us which decision is stuck.
We'll tell you in writing whether we can help.
Book a Reliability ReviewFree · 60–90 minutes · a 2-page findings note you keep