Memri AI · 2022–23 · AI Product Strategist
A privacy-first AI productivity platform.
Memri unifies fragmented personal data into an AI-driven knowledge graph — productivity without surrendering data sovereignty. I led 0→1 product strategy, prototyping, and validation.
An AI-first strategy and architecture
I developed the 0→1 strategy for unifying fragmented personal data across major platforms — mapping how NLP techniques like entity recognition, semantic parsing, and relationship extraction could turn unstructured content into actionable insight, and partnering with engineering on a scalable, privacy-first knowledge-graph architecture.
Prototypes that proved the proposition
High-fidelity prototypes validated the core value: navigating your own data seamlessly through AI-driven knowledge graphs and contextual recommendation. Market research, competitive audits, and persona development scoped the MVP; early testing confirmed fit and drove pre-launch subscriber growth.
Results
- Early subscriber growth from validated working prototypes
- A clear architecture for AI-driven content orchestration based on real user behavior
- A differentiated proposition: user empowerment, flow state, privacy by design
Memri laid groundwork for a new category of personal digital experience — less cognitive friction, less noise, more focus, owned by the user.