Supply chain optimization
This category uses AI to forecast demand, improve inventory decisions, and identify bottlenecks across supply chain operations. It helps organizations coordinate sourcing, production, and delivery more efficiently.
Data updated
Where it is used
Logistics accounts for 50% of these deployments.
- LogisticsQuiet · 0 in the last 6 months14
- ManufacturingSurging · 1 in the last 6 months6
- RetailEmerging · 0 in the last 6 months3
- AutomotiveEmerging · 0 in the last 6 months2
- Consumer & FoodEmerging · 0 in the last 6 months2
- HealthcareQuiet · 0 in the last 6 months1
What it delivers
3 deployments publish a number. The rest describe results in words, grouped below.
Other quantified impact
3 metrics
Reduction · median and middle half−35%fewMedian reduction −35%, middle half −28% to −43%, from 2 metricsIncrease · median+15%1 metric · fewCost savings
1 metric
Reduction · median and middle half−35%fewMedian reduction −35%, middle half −35% to −35%, from 1 metric
Grey figures rest on fewer than 5 published metrics. Read them as examples, not as a typical result.
Results described in words
- Speed & agility54% of these deployments15
- Better decisions & insight46% of these deployments13
- Scale & capacity43% of these deployments12
- Customer experience & trust39% of these deployments11
- New product / capability39% of these deployments11
- Cost efficiency32% of these deployments9
How it is built
Microsoft is named in 86% of these deployments.
- Custom-built62% · 8
- Low-code31% · 4
- Mixed8% · 1
The build approach is known for 13 of 28 deployments (46%). The rest are left out.
Cloud providers named
- Microsoft24 deployments86%
- AWS3 deployments11%
Technologies that recur
- Azure AI 12
- AI 6
- IoT 4
- Dynamics 365 3
- Azure IoT 3
- Dynamics 365 Supply Chain Management 3
- Microsoft Fabric 3
- Power BI 2
Deployments over time
1 deployments in the last six full months, against 1 in the six before. Counted by publication month since Oct 2023. 7 earlier deployments are not shown.
- 3 Aug 2026ManufacturingDenmark
GN Store Nord deploys Copilot Studio and Power Automate agent for logistics calculations alongside Dynamics 365 Supply Chain Management
GN Store Nord · Microsoft
GN Store Nord implemented Dynamics 365 Supply Chain Management in Warehouse Only Mode to create a shared, ERP-agnostic distribution center in Shakopee, Minnesota, serving multiple divisions. The company also deployed a Copilot Studio agent with Power Automate to calculate pallet counts and shipment weights from Dynamics 365 order data and customer packaging rules, then post results back to Dynamics 365.
- 24 Mar 2026LogisticsUnited States
Supply Chain 2.0: How Microsoft is Powering Simulations, AI Agents, and Physical AI
Microsoft · Microsoft
Microsoft has transformed its supply chain by consolidating over 30 systems into a single data lake on Azure enabling AI-driven autonomous workflows. Over 25 AI agents handle tasks such as demand planning, spare-part space optimization, transport optimization, and invoice analysis. The system integrates simulations, digital twins, and AI-powered robotics to optimize warehouse and logistics operations. The platform uses technologies including Azure Machine Learning, Microsoft Fabric, Azure IoT Operations, Microsoft 365 Copilot, Microsoft Foundry, NVIDIA Isaac Sim, Azure Kubernetes Services, Microsoft Power Automate, and Celonis Process Intelligence Graph. It hosts AI agents able to reason, plan, and act, improving operational KPIs and saving hundreds of work hours monthly across Microsoft and partner warehouses. Physical AI robotics like humanoid robots are deployed for warehouse tasks and last-mile deliveries enhancing operational agility. Partners such as SoftServe and Celonis have implemented agentic AI and digital twin solutions, achieving significant productivity gains in pharmaceutical logistics and warehouse automation.
- 1 Oct 2025LogisticsUnited States
Eco-Staff streamlines wholesale distribution operations and inventory management
Eco-Staff · Microsoft
Eco-Staff, a wholesale and distribution company in the USA, implemented Microsoft Dynamics 365, AI, automation, and IoT integrations to transform their distribution supply chain. The company faced challenges managing multi-location inventory, complex procurement, and ensuring operational efficiency in a highly competitive sector. Through consulting, configuration, and customization of Dynamics 365 modules covering procurement, inventory, finance, and customer engagement, Eco-Staff achieved scalable ERP and CRM systems. The solution entailed secure data migration, tailored workflows, and compliance-focused automation. Implementation was followed by rigorous QA checks and continuous support. As a result, Eco-Staff reports substantial improvements in supply chain visibility, operational efficiency, and decision-making capabilities. The project included continuous support and future-proofing of the ERP/CRM environment to adapt to evolving business needs.
- 26 May 2025AutomotiveUnited Kingdom
BWT Alpine F1 Team accelerates supply chain efficiency for racing operations
BWT Alpine F1 Team · Microsoft
BWT Alpine F1 Team, an automotive racing organization, needed to improve supply chain and part manufacturing processes to keep up with the rapid pace of Formula One racing. The team relied on manual data entry, Excel, and emails, leading to process inefficiency, fragmented workflows, and inconsistent data interpretation. To address these challenges, the team deployed Microsoft Azure, Power BI, Dynamics 365, and Power Apps to unify data sources and automate analytics. These tools enabled automated data capture, unified dashboards, and real-time tracking, dramatically improving part delivery and production efficiency. The team now uses Dynamics 365 for central data capture, Power BI for real-time manufacturing insight, and Azure for consolidated decision support. These analytics enable proactive identification and removal of supply bottlenecks, supporting timely race-critical part delivery. Programming time for composites manufacturing was reduced by as much as 80% on certain parts, enabling on-time delivery and a culture shift toward data-driven decision-making at all levels of the team.
- 22 May 2025ManufacturingSweden
IKEA's Circular Supply Chain and Sustainable Furniture Manufacturing Using Microsoft Dynamics 365
IKEA · Microsoft
IKEA aims to become fully circular by 2030, driving sustainable furniture manufacturing and resource reuse to reduce waste and environmental impact while managing complex logistics and production efficiently. Using Microsoft Dynamics 365 Supply Chain Management integrated with AI, IoT, and advanced analytics, IKEA can enable end-to-end lifecycle visibility of products, optimize reverse logistics for refurbishment and recycling, apply AI-powered demand forecasting to avoid overproduction, and integrate sustainability analytics to comply with environmental regulations.
- 20 May 2025ManufacturingSweden
Husqvarna Group unifies global operations with Azure-based digital transformation
Husqvarna · Microsoft
Husqvarna Group undertook a digital transformation to overcome operational inefficiencies stemming from fragmented legacy systems. By leveraging Microsoft Azure (including Azure Arc, Azure IoT Operations, and Azure OpenAI), Husqvarna integrated global manufacturing, production, and supply chain systems, achieving real-time data visibility and improved responsiveness. The migration to Azure’s scalable platform supported seamless data analysis, cost optimization, and rapid response to market demands across various business units. This unified digital ecosystem enhanced productivity, supported supply chain optimization, and laid the groundwork for further competitive innovation.