This Guidance demonstrates how to build a secure and flexible multi-tenant artificial intelligence (AI) training platform for smart products. Customers can utilize your platform's training data and machine learning (ML) models in conjunction with their own data. This creates a multi-tenant infrastructure promoting agility and cost-efficiency. By building a multi-tenant training environment on AWS, you can safeguard your platform's data, algorithms, and services from unauthorized access while enabling customers to securely maintain separate datasets. Your platform can then orchestrate automated model training pipelines, integrating data and workflows. Ultimately, this helps your customers achieve faster time-to-market.