Memri AI

AI-integrated Productivity Platform

Eliminate digital overload with one AI-driven platform.

At Memri, I led product strategy for an AI-powered platform focused on productivity and personal data sovereignty. I defined the product vision and interaction patterns to support flow-state engagement while upholding user agency and privacy. The strategy aligned with business goals: validating demand for personal knowledge graphs, differentiating through contextual AI, and building a scalable foundation for intelligent, user-controlled automation.

Product Strategy Market Research Rapid Protoyping User Testing

AI-First Strategy and Architecture

I developed the 0→1 product strategy for Memri, designing an AI-first framework to unify fragmented personal data across major platforms. I mapped how NLP techniques like entity recognition, semantic parsing, and relationship extraction could structure unstructured content into actionable insights, positioning Memri to differentiate through personalized, low-friction user experiences.

Prototype Development and Early Traction

I developed and tested high-fidelity prototypes to validate Memri’s unique value proposition: empowering users to navigate their personal data seamlessly through AI-driven knowledge graphs and contextual recommendations. I lead market research and early user testing, confirming product-market fit and driving meaningful pre-launch subscriber growth.

Results

Built early subscriber interest by validating product-market fit through working prototypes.
Developed a clear architecture for AI-driven content orchestration based on real user behaviors.
Positioned Memri to deliver a differentiated value proposition focused on user empowerment, flow state, and seamless personal data navigation.

Through a focused AI-first strategy and hands-on user validation, Memri successfully laid the groundwork for an entirely new category of personal digital experience—one designed to reduce cognitive friction, minimize digital noise, and help users maintain focus through intelligent, personalized content delivery.