ProfPrep
The ProfPrep College Tool: Why Professor Intelligence Is the Whole Product
Generic AI knows the subject. ProfPrep knows the professor. Here is how the college course tool works and why the distinction matters for student outcomes.
AI
ProfPrep
What We Actually Built with ProfPrep — and Why the Architecture Matters
Most exam prep products are question banks. ProfPrep is a two-layer system — static bank for fluency, unlimited generative AI for depth, scenario simulators for understanding. Here is what that actually means.
AI
Why I Wrote the Strategic Series
I kept running into the same conversation. A business owner — a dentist, a CPA, a real estate agent — would ask me how they should be using AI. And the honest answer was: it depends entirely on your industry, your workflows, your compliance exposure, and what tools actually integrate with how
Operations
The Operator's Stack: What I Actually Built and Why
I've spent 32 years in enterprise IT — communications, collaboration, infrastructure. No practical development experience. No coding background. And over the past year I built a custom AI system from scratch that now runs the back-office operations of six companies. This is my writeup of what that actually