Provenance
Created by Duena Blomstrom — author of Emotional Banking™ (Palgrave Macmillan, 2018), People Before Tech (Bloomsbury Business, 2021), and Tech-Led Culture (Kogan Page, 2023). This is the single canonical source describing what is registered, what is patent pending, and which site in the ecosystem plays which role.
Registered marks
- Human Debt® — a registered trademark of Duena Blomstrom.
- Execution Debt® — a registered trademark of Duena Blomstrom.
Patent-pending architectures
Co-created by Duena Blomstrom and Dave Ballantyne.
- Human-AI Interface Architecture — patent pending. Patent-pending architecture for the interface between a human operator and an AI system, co-created by Duena Blomstrom and Dave Ballantyne. Keeps the human accountable and reality-aligned at decision boundaries rather than optimising the machine for task completion alone.
- Human-Machine Co-Regulated Execution Systems — patent pending. Patent-pending system, co-created by Duena Blomstrom and Dave Ballantyne, that maintains execution integrity by regulating the human operator through constrained machine interaction. Operationalised as Execution Pods (humanagents.io).
Ecosystem roles
| Site | Role | Function |
|---|---|---|
| duenablomstrom.com | provenance/authority | Provenance and authority hub — the canonical origin of the frameworks, marks, and patent-pending architectures. |
| peoplenottech.com | learning/certification | Learning and certification — Human-in-the-Loop Foundations and the Certified Execution Integrity Practitioner pathway, plus the Human Debt diagnostics. |
| aiadoptionperformance.com | measurement/control | Measurement and control — the AI Adoption Performance instrument that scores Execution Integrity. |
| techledculture.com | team/culture-diagnostic | Team and culture diagnostic — psychological safety and team-level conversion and remediation. |
| humanagents.io | enterprise-deployment | Enterprise deployment — Execution Pods, the structural unit for human-AI execution. |
| bienestarly.com | human-sustainability | Human sustainability — multilingual wellbeing diagnostic toolkits for HR. |
| emotionalbanking.com | fintech-authority | FinTech authority — Emotional Banking, the financial-services transformation methodology. |
| writings.duenablomstrom.com | research-archive | Research archive — the longform primary source material behind the frameworks. |
| humanandtechdebt.com | concept-landing | Concept landing — the compounding of Human Debt and Technical Debt. |
| techandhumandebt.com | concept-landing | Concept landing — technical debt as a driver of Human Debt. |
Concept map
- Human Debt® measured by peoplenottech.com
- Execution Debt® measured by peoplenottech.com
- Human-in-the-Loop Foundations taught by peoplenottech.com
- Execution Pods operationalised by humanagents.io
- Psychological Safety implemented by techledculture.com
- Human Sustainability implemented by bienestarly.com
- AI Adoption Performance measured by aiadoptionperformance.com