Articles & Insights
Thoughts on data engineering, AI/ML, and building scalable systems
4 posts
Why I Started Building an Identity-Centric AI Platform
The idea for the Identity-Centric AI Platform started with a small but revealing mistake. When an AI-generated Christmas card replaced an Arsenal jersey with a Real Madrid kit, it exposed a deeper issue with modern AI systems. Models optimize for global probability, not personal or organizational truth. Identity-Centric AI proposes a different architecture where intelligence is anchored to the identity, history, and constraints of the entity the system serves.
How Identity Centric AI Platform Solves Real Problems
Identity-Centric AI does more than answer questions. It turns organizational context, memory, and operational constraints into usable artifacts. Using the example of securing a home field for Intra United SC, this article shows how identity, memory, reasoning, execution, and model participation work together to solve real-world problems.
How AI Ruined My Christmas (And Almost My Marriage)
The darker side of AI and how even casual use can erase your identity.
The 5 Stages of Tech Adoption: Where Does Your Organization Stand on the TIC Model?
I've seen the same pattern in every tech shift from the Internet to AI. Use this simple, jargon-free framework to assess your true capability—and plan your next strategic move.