Dow, Shell, and Nucor accelerate digital transformation and reliability in manufacturing
Dow, Shell, and Nucor harnessed an alliance between C3 AI and Microsoft to deploy large-scale enterprise AI solutions across global manufacturing operations. The collaboration integrates C3 AI’s suite of enterprise AI software, including Generative AI, with Microsoft Azure, the preferred cloud platform. These manufacturers sought to modernize production optimization, predictive maintenance, supply chain resilience, energy management, and sustainability initiatives. C3 AI and Microsoft provide joint product development, technical integration, and coordinated go-to-market strategies for broad industry adoption. C3 AI applications are made widely available through the Microsoft Commercial Cloud Portal and Azure Marketplace, streamlining enterprise-wide deployments. Dow leverages the alliance to advance its manufacturing sustainability and reliability goals, tying operational reliability to decarbonization efforts. Shell scaled predictive maintenance and equipment monitoring enterprise-wide, enabled by co-innovation between C3 AI and Azure. The joint solutions are used by thousands of devices within global manufacturing for real-time maintenance, energy optimization and supply chain advances. C3 AI and Microsoft hold regular roadmap sessions to refine solution capabilities, based on evolving Azure enhancements and sector needs. The initiative represents one of the biggest manufacturing deployments of integrated generative AI on Azure, impacting productivity and sustainability. Microsoft serves as the cloud provider, with C3 AI as the solution implementer and main partner.
- Organization
- Dow
- Industry
- Manufacturing
- Location
- Global
- Published
- November 2024
Reported outcomes
Strategic outcomes
Primary read
Use case focus
Showing 3 of 4
- 1Predictive maintenance for manufacturing equipment
- 2End-to-end supply chain optimization with enterprise AI
- 3Enterprise-wide energy management and decarbonization AI
- Needed to scale AI-powered predictive maintenance, energy management, supply chain, and production optimization across global manufacturing sites.
- Growing requirements for operational reliability as a key prerequisite for sustainability and decarbonization efforts (Dow).
- Thousands of manufacturing equipment assets requiring real-time monitoring and failure prediction (Shell).
- Fragmented access to enterprise-grade AI solutions across manufacturing enterprises.
- Complexity in integrating AI-driven applications with established workflows and IT systems.
- Deployed C3 AI’s enterprise AI applications, including generative AI, on Microsoft Azure for end-to-end scalable deployments.
- Made C3 AI solutions broadly accessible via Microsoft Commercial Cloud Portal and Azure Marketplace.
- Rolled out predictive maintenance, reliability, sourcing optimization, and energy management tools at scale across Dow, Shell, and Nucor.
- Continuous alignment between C3 AI and Microsoft on product roadmaps and integration protocols.
- Joint go-to-market and support approach to drive rapid adoption and customer success.
- Enabled real-time predictive maintenance on thousands of devices in manufacturing plants (Shell).
- Improved asset reliability and reduced unplanned downtime at scale (Dow, Shell).
- Accelerated digital transformation and AI adoption across large manufacturing sites (Dow, Shell, Nucor).
- Supported decarbonization and energy optimization initiatives through reliable, sustainable operations.
Implementation partners1
Sources & evidence2
The same organization appears in newer AI deployment evidence.
- Same organization re-documented as recently as 2025.
Measures whether this deployment's public evidence persists — not whether the system is still in production.
AI-generated summary. Verify important details with the linked sources before relying on this case.
Explore related AI use cases
Was this useful?