ViewTube

On this channel, I move beyond the AI hype to explore the "Controlled Ambiguity" required to build enterprise-grade products. We dive into:

The AI Product Framework: Why taxonomy, data structures, and algorithmic math are the "tee" that AI needs to actually hit a home run.

Organizational Behavior: What it actually takes to get these complex implementations through large-scale organizations.

Real-World Builds: From structural integrity models in construction to adaptive e-commerce to supply chain apps, I build in public to show how to link AI outputs to repeatable, mathematical relationships.

If you’re a PM, developer, or leader tired of inconsistent AI outputs, let’s build something with structure.