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Transport & Logistics

AI can plan your network. Your planning data decides how far it gets.

Transport and logistics is the largest industry in the MetroMinds Library, with 495 AI use cases. They concentrate in planning, routing and execution. Four in ten score low on feasibility, so knowing which ones your data can support saves pilots that go nowhere.

495transport and logistics use cases
40%need better data first
27%ready to scale now
Transport & Logistics in focus

Planning dominates, and planning needs data

Transport and logistics use cases cluster in planning and execution. Route and network optimisation needs clean timetables, capacity, constraints and live status data.

Transportation Management60
Logistics Performance Management41
Service Delivery Management37
Order Logistics Execution30
Customs and Trade Compliance26

Source: MetroMinds Library, 495 transport and logistics use cases, August 2026.

40%of ideas need better data first196 of 495 score 1 or 2 on feasibility

After six dilemmas you see your readiness per domain and where to start. The full readiness scan then compares it with what your chosen use cases demand.

Take the AI Readiness Snapshot

Planning and execution of transport

Transportation management leads with 60 use cases, followed by logistics performance management and service delivery. Customs and trade compliance makes the top five with 26.

Top 5 capabilities

  1. Transportation Management60
  2. Logistics Performance Management41
  3. Service Delivery Management37
  4. Order Logistics Execution30
  5. Customs and Trade Compliance26

Routing and network optimisation is the extreme case: every one of these use cases scores 5 on business value, yet their average feasibility is 1.58. Across the whole Library, 27 percent score 1 or 2 on feasibility; in transport and logistics it is four in ten.

Why route optimisation promises more than your planning data can deliver

Transport and logistics use cases by value and feasibility

Business value 3.69Feasibility 3.04Risk 3.78

Source: MetroMinds Library, 495 transport and logistics use cases, August 2026. High means a score of 4 or 5.

Browse transport and logistics use cases

Filter by subsector, function or AI domain and compare benchmark ranges and risk scores.

Browse public use cases with benchmark ranges and risk scores.

Open the full explorer

Where the EU AI Act applies in transport and logistics

Employment.

Few transport and logistics use cases fall in an Annex III area. The 9 that do are about employment, for example rostering or assessing drivers and crew.

Regulated vehicles and safety systems.

AI built into regulated vehicles or safety systems can fall under Annex I, from 2 August 2028.

Annex III high-risk obligations apply from 2 December 2027. Planning and routing use cases are usually outside Annex III, but they still belong in your AI register.

See how the AI register records each system

Check whether one of your use cases is high-risk.

Run the EU AI Act check

How work changes for planners and operations

Pick a job family and see which tasks shrink, which grow and which skills matter more.

See how roles change with AI.

Open the workforce view

Read more about AI in transport and logistics

CIO

Does This Use Case Really Need an AI Agent?

Agentic AI promises the same value as other AI but is harder to deliver and riskier. Four questions, based on 600 agentic use cases, tell you when an agent is worth it.

11 min read

Find the planning use cases your data can support today

We show a demo portfolio of transport use cases with feasibility, readiness and business case side by side.