Rockwell launches AI orchestration platform for factories
Thu, 22nd Oct 2026 (Today)
Rockwell Automation has introduced FactoryTalk Conductor, an orchestration platform for industrial automation.
The software is designed to connect AI agents, skills and workflows across engineering, operations and maintenance in manufacturing.
It lets users start engineering tasks with natural-language prompts, then links the software tools, AI functions and workflows needed to complete them. At launch, it is set to integrate with Studio 5000 Logix Designer, Logix Echo, Emulate3D and FactoryTalk Optix.
The release comes as manufacturers look for ways to move beyond isolated AI tools and connect them across broader processes. Rockwell cited its 2026 State of Smart Manufacturing Report, which found that one-third of manufacturing operations are already AI-augmented.
Industry shift
Craig Resnick, Vice President at ARC Advisory Group, described the launch as part of a broader shift in industrial software.
"The next phase of industrial AI will be defined by orchestration rather than individual copilots," said Craig Resnick, Vice President at ARC Advisory Group.
"Manufacturers need AI technologies that can coordinate tasks across software systems, engineering tools and operational data. FactoryTalk Conductor reflects the industry's evolution toward agentic automation by bringing AI agents, workflows and industrial expertise together in a unified environment," Resnick said.
According to Rockwell, the platform is intended to support system design, development, simulation and testing. Additional integrations are planned across its software range, including FactoryTalk Design Studio, FactoryTalk Historian, Plex and Fiix.
The software is also intended to support different AI deployment models. Organisations will be able to use AI services hosted in FactoryTalk Hub or connect their preferred large or small language models, including locally hosted open-weight models.
The approach is intended to help manufacturers meet internal AI governance requirements while managing operating costs linked to token consumption. Customers will also be able to create and deploy their own AI agents and skills alongside tools verified by Rockwell.
Broader workflow
Matheus Bulho, Senior Vice President of Software & Control at Rockwell Automation, said the platform combines orchestration with industrial domain knowledge.
"What makes FactoryTalk Conductor unique is the combination of AI orchestration and trusted industrial expertise," said Matheus Bulho, Senior Vice President of Software & Control at Rockwell Automation.
"Customers can leverage Rockwell Automation-verified agents and skills, create capabilities tailored to their business, and connect AI across software, data and services. This creates a scalable foundation for accelerating engineering work while maintaining the standards required in industrial environments," Bulho said.
Rockwell said the system is built to reduce complexity across software applications by allowing AI-led workflows to run across multiple tools rather than within a single program. It is also intended to help teams apply AI with greater confidence through company-developed integrations between software, data and services used in industrial operations.
The announcement highlights a growing push by industrial technology suppliers to move AI from stand-alone assistants into systems that can manage multi-step engineering and operational work. For Rockwell, that means linking design, development, testing and verification environments through a single software layer.
Rockwell employs about 26,000 people and operates in more than 100 countries.