This badge recognizes successful completion of AI Systems Thinking, a foundational course designed to help product managers understand, evaluate, and responsibly shape AI-powered products and workflows.

Participants learned how to move beyond AI hype and apply practical systems thinking to real product scenarios. The course covered core AI concepts, AI-first product mindset, prompt contracts, reusable workflow specifications, grounding and retrieval-augmented generation, guardrails, human-in-the-loop design, evaluation methods, and safe deployment practices.

Through applied missions and simulations, participants practiced translating AI requirements into testable product behaviors, identifying AI failure modes, defining success criteria, creating reusable prompt and workflow specifications, building and evaluating RAG-based systems, and making responsible product decisions under uncertainty.

Badge recipients have demonstrated an understanding of how to design AI-enabled workflows that are grounded, constrained, measurable, reusable, and trustworthy in enterprise product environments.