Ideas & Frameworks
Frameworks you can use.
Thirty years of work on how people, organizations, data, knowledge and AI relate, distilled into frameworks for decisions you face now.
Identity, data and trust
Ten years of work on personal data, identity and the value exchanged between people and organizations.
2022
The Identity & Data Meeting of the Waters
Organization-centric and people-centric approaches to identity, data, knowledge and agency now flow side by side. We are at the confluence.
2022, 2023
The Identity Nexus™
An equilibrium in the exchange of identity and data, its value and its risk, between individuals, private organizations and public organizations, with the externalities counted.
AI and agency
How to decide what AI does, where it runs, and what stays yours.
2026
Relational Technology Architecture™
A cube on which any AI or digital-twin decision can be placed, so the choice is made knowingly.
2026
The Agency Line
Where does AI do my work, and where do I keep my agency and critical thinking?
2026
Personal AI and AI Twins
AI that works for you, and AI that works as you. Different jobs, different risks, the same need for trust.
Knowledge
Managing what you know, the one asset you truly own.
