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EMS Industry Documents - Service level agreements, factory audit templates, supplier checklists, term sheets ...

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Page Last Updated: March 8, 2025

AI Agents and AI Systems Development, Testing in Manufacturing Supply Chains – Contract Manufacturing Consultants

There is limited deep understanding in manufacturing industry needed to create effective AI agents and AI systems. How do you know if an AI agent is good or not? We understand the unwritten codes of humans working in electronics manufacturing supply chains and can tests AI agents, talks to AI agents and evaluates AI agent output beyond conventional benchmarks. We know why agents work and how they work. The vast majority of AI agents today are system-to-people but systems-to-systems agents are where the big money savings remains as manufacturers come to realize Industry 4.0 did not deliver as promised.

 

Jump to: Articles related to AI in manufacturing supply chains

 

Venture Outsource has advised enterprise OEM manufacturers, EMS providers and AI systems and AI agent vendors to better understand manufacturing supply chain problems and ways AI can be developed, tested and applied to solve these problems. We also work with AI vendors for positioning their AI products in terms of:

  • Identifying AI agent features, functions and solutions important to manufacturers
  • Assisting AI vendors in qualifying AI product requirements against market needs
  • Testing AI agent weaknesses and pin pointing where further training is needed
  • Participating as technical subject matter expert on AI vendor sales calls to help qualify customers and answer questions
  • Framing AI vendor discussions with terms and concepts familiar to buyers seeking AI solutions

Learn how Venture Outsource becomes part of your AI agent and systems team as a systems development engineer (SDE). Fill in the form on this page to see how we help companies tasked with developing AI solutions in manufacturing supply chains.

 

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Venture Outsource, LLC site content and our consulting services help electronic manufacturers plan and execute global, regional and local priorities. Our chief assets are knowledge and interactions. The business is divided into two divisions: an operating division which includes education and training, and consulting and research.



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