Siemens and AWS have partnered to deliver AI agents for enterprise procurement, addressing industrial challenges like complex machinery, security protocols, and regulatory compliance. Siemens claims its AI technology, built on combined Siemens and AWS capabilities, is delivering products to market 30% to 50% faster across energy, infrastructure, aerospace and automotive sectors. AWS Marketplace now features agent mode, a conversational AI that autonomously handles enterprise software procurement across more than 30,000 listings. Agent mode was first announced at AWS re:Invent in December of 2025, and more than 50 multi-product solutions have since been launched; the marketplace now hosts more than 2,000 AI agents total. The entire Siemens portfolio of industrial software is now available as SaaS solutions on AWS through this agent-driven marketplace. Siemens claims the partnership itself is experiencing 4x year-over-year growth in marketplace procurement adoption. Deloitte notes that many operations in sourcing and procurement still rely on manual activities, though gen AI has potential to transform them. Analysis from McKinsey indicates that the integration of agentic AI into the function is expected to make procurement more efficient, agile, and strategic.