This niche is one of the more exposed areas of consulting because it is highly structured, data-driven, and relies on deterministic optimisation logic. AI already excels at route optimisation, load planning, warehouse layout modelling, and last-mile distribution analytics. Deliverables are typically models, dashboards, and reports, which can be generated by AI-enabled tools. Human defensibility remains in stakeholder buy-in, balancing trade-offs between cost, service levels, and resilience, and managing implementation complexity across organisations.