Putting Agentforce to Work From Pipeline to Supply Chain | Dreamforce 2026
Siemens deploys Salesforce Agentforce across 120,000 suppliers and 65,000 partners for industrial AI
“Hallucination does not really work on the shop floor as you can imagine.”
Siemens executive Roland at Dreamforce 2026 described how Salesforce serves as the backbone for Siemens' customer operations across 120,000 suppliers and 65,000 partners, while framing the core industrial AI challenge as bringing probabilistic LLM technology into deterministic manufacturing environments. The session highlights a major enterprise AI deployment in heavy industry but is largely a customer testimonial rather than a new product announcement. The 'hallucination on the shop floor' framing captures a real constraint that will resonate with industrial AI practitioners.