All research in AI Supply Chain & Logistics — 1 reports.
AI in supply chain and logistics has moved past the demo stage into real budget line items; the first to pay off are closed-loop, quantifiable-ROI use cases—demand forecasting, WMS/TMS, freight visibility, warehouse robotics/ASRS, and parcel sortation. The profit pool sits mostly with the vertical platforms closest to the workflow (Kinaxis / Manhattan / Descartes / WiseTech / AutoStore / Kardex / Symbotic), while logistics carriers look more like margin beneficiaries of AI than software-revenue beneficiaries. Rating Watch: profit accrues to the platforms that own the workflow, the data, and the customer relationship, not to the AI narrative itself.