THE OPERATING PORTFOLIO

Build it.
Run it. Learn.

The portfolio keeps the advice honest. Positioning, acquisition, product decisions, and operating systems get tested in the market.

AI visibility

CredibilityOS

Maps how AI systems describe a person or business, identifies evidence gaps, and prioritizes what to fix.

Education intelligence

Turns source-backed college cost and merit research into a ranked operating plan for families.

Live game intelligence

Competitive loadouts, build tools, and strategy resources for an active player community.

Voice + family history

A voice-first platform for preserving family stories and connecting them to people and moments.

Multi-model research

Asks multiple AI models the same question to make differences, blind spots, and stronger combined answers visible.

THE NEXT MOVE