HANNOVER, Germany – Accenture (NYSE: ACN) and Avanade are co-developing an agentic factory intelligence system with Microsoft to help companies reinvent factory operations through seamless collaboration between humans, machines, AI agents and data. Leading manufacturers Kruger and Nissha Metallizing Solutions are early adopters, helping validate the agentic factory ahead of its planned general availability later in 2026. Accenture and Avanade are presenting the product in collaboration with Microsoft at Hannover Messe 2026*.
The agentic factory moves beyond traditional manufacturing analytics, dashboards and oversight tools. It enables AI agents that assist factory operators with initial status checks, diagnostics and guided troubleshooting when production lines or machines are not producing at the intended rate. The agents analyze operational context, historical machine behavior and production data to suggest likely causes and recommended actions. When additional support is required, the product helps prepare maintenance tickets or spare parts orders.
“Manufacturers are looking to reinvent their shop floor operations with AI for improved safety and productivity,” said Tracey Countryman, global Supply Chain and Engineering lead at Accenture. “This includes moving beyond visibility toward systems that support frontline workers in critical moments. Our agentic factory helps production supervisors, machine operators, electricians, mechanics and quality controllers resolve issues faster and with greater confidence, remaining in control of final decisions.”
“What makes agentic AI real for manufacturers is how it shows up for the people running the factory every day,” said Michael Schleuss, global Supply Chain and Engineering lead for Avanade. “Our agentic factory combines Microsoft technology expertise with hands-on industry and manufacturing know-how to help clients and their teams move quickly from concept to measurable impact on the shop floor.”
The agentic factory is an intelligence system built on the Accenture and Avanade Factory Agents and Analytics offering. It uses Microsoft technologies including Microsoft Azure, Microsoft Fabric, Microsoft Foundry and Microsoft Copilot and is delivered via a subscription model that allows clients to start small and scale as value is proven.
The new product brings together structured data (from manufacturing execution systems, condition monitoring, control and alerting systems, machine and sensor telemetry, and historians) and data from unstructured sources (failure mode and effects analysis documentation, operator and machine manuals, and maintenance records). Using Fabric as the unified data foundation and Foundry to reason across these sources, AI agents deliver contextual, role-specific guidance directly at the point of work through conversational interfaces.
Leading manufacturers are now validating the performance of the product and tracking its business impact in their environment to advise on areas for refinement and lay the foundation for scaled adoption. This includes Kruger, a major North American provider of tissue and recycled paper-based products and renewable energy and a leader in paper and paperboard. Another example is Nissha Metallizing Solutions (NMS), the leading global manufacturer of metallized paper for packaging and labeling solutions.
“Unplanned downtime impacts safety, productivity and performance across our operations,” said Eric Ashby, chief operating officer at Kruger. “The financial and operational value lever is significant. A 10–15% reduction in mean-time-to-repair quickly translates into multimillion dollar savings when scaled across production lines and sites. With this agentic factory, we can help our teams respond faster to issues, capture operational knowledge, and continuously improve how our factories run.”
Edoardo Palmo, global operations manager at Nissha Metallizing Solutions, said, “At NMS, we see prescriptive analytics and AI as a strategic imperative, helping unlock significant value across our organization. With Accenture’s and Avanade’s agentic factory, we can improve root cause exploration in order to significantly reduce scrap and unplanned downtime for a competitive edge in an increasingly dynamic market.”
“Agentic AI is the next step for manufacturers like Kruger and Nissha Metallizing Solutions to turn data into outcomes,” said Dayan Rodriguez, corporate vice president, Manufacturing and Mobility Industry at Microsoft. “By bringing together Microsoft’s AI, Accenture and Avanade’s manufacturing expertise, and client validation, we’re building factory agents and analytics that help teams work smarter and make better decisions.”
The new agentic factory reflects Accenture, Avanade, and Microsoft’s broader goal to reinvent factory operations, where autonomous agents and human teams collaborate to help improve safety, increase productivity, strengthen decision-making, and enable more consistent performance across sites.
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