Memri AI · 2022–23 · AI Product Strategist
A privacy-first AI productivity platform.
Memri unifies scattered personal data into an AI knowledge graph - productivity without giving up ownership of your data. I led 0→1 strategy, prototyping, and validation.
An AI-first strategy and architecture
I set the 0→1 strategy for unifying personal data across platforms - using NLP (entity recognition, semantic parsing, relationship extraction) to turn unstructured content into insight, with engineering on a privacy-first knowledge-graph architecture.
Prototypes that proved the proposition
High-fidelity prototypes proved the core value: navigating your own data through an AI knowledge graph. Market research and competitive audits scoped the MVP; early testing confirmed fit and drove pre-launch signups.
Results
- Pre-launch subscriber growth from working prototypes
- A clear architecture for AI content orchestration, grounded in real user behavior
- A differentiated position: data ownership and privacy by design
Groundwork for a personal data tool that is owned by the user, not the platform.