2025 AI PM Evaluation Framework

2025 AI PM Evaluation Framework

The 2025 AI PM Evaluation Framework is a rigorous, open-source tool designed to evaluate candidates for Applied AI Product Manager roles. In an era where AI is evolving rapidly, this framework helps teams identify builders rather than just coordinators. It was inspired by a conversation between Aakash Gupta and Jaclyn Konzelmann, Google's Director of AI Product, who shared her clear and rigorous evaluation criteria for AI Product Managers.

Benefits

The framework provides a clear, actionable guide for anyone aspiring to become an AI Product Manager. It helps candidates understand what skills and knowledge they need to develop, where to focus their efforts, and how to position themselves for AI PM roles. The framework emphasizes the importance of shipping code, prototyping quickly, and demonstrating technical depth through personal projects.

Use Cases

The 2025 AI PM Evaluation Framework is particularly useful for:

• Individuals from non-traditional backgrounds who want to transition into AI Product Management roles.
• Teams looking to hire AI Product Managers who can build and prototype rather than just coordinate.
• Anyone who wants to self-assess their skills and identify areas for improvement in the field of AI Product Management.

Additional Information

The framework was initially developed as a self-assessment tool but was later made open-source to benefit a wider audience. It reflects the changing demands of the AI industry, where technical depth and the ability to ship code are becoming increasingly important.