Natalie Chung

For a Product Manager, Trust & Risk is no longer just about compliance - for those building AI experiences, this is also validate viability and quality. Examples of k...

Unexpected AI behaviour should be treated it as a quality and risk problem than a traditional bug. It would be good to get a better understanding of any patterns in the f...

Examples of strategies to test and validate :Evals: Given the probabilistic nature of AI, manual testing at scale is impossible and evals are crucial for validation. This...

Over the years, I've found success through early cross-functional involvement, data-driven decision making, and empathetic enablement that helps drive better alignment an...

A successful product strategy shows clear signals: target customers adopt faster, stay longer, and pay more, while your team executes with increasing confidence toward a ...