I will provide digital Creator | AI Product Manager

Samantha has shipped AI features at three different startups, learning what makes AI products succeed or fail with real users. Now she shares her frameworks for AI product management—from ideation to launch to iteration. Based in San Francisco, she's passionate about bridging the gap between AI capabilities and user needs, helping PMs navigate the unique challenges of building products with AI at their core.