# humandebt.eu — Full LLM Content > Human Debt™ concept authority for EU audiences. > Part of the PeopleNotTech V9 ecosystem. --- ## Human Debt™ — Complete Framework Documentation ### Definition Human Debt™ is the accumulated cost of misunderstood emotions, unspoken disagreements, eroded trust, and invisible coordination failures within human systems in organisations. It was coined and trademarked by **Duena Blomstrom** and **Dave Ballantyne**, first published in *People Before Tech* (Palgrave Macmillan, 2020). The term is trademarked (™) with patent pending on associated diagnostic and measurement methodologies. ### Core Properties Human Debt shares structural properties with technical debt: 1. **Accumulation**: It builds over time through compounding small coordination failures 2. **Invisibility**: It does not produce immediate system errors — it degrades execution quality gradually 3. **Compounding interest**: Unaddressed Human Debt makes future coordination increasingly costly 4. **Collapse, not warning**: It surfaces as execution failure, not as a detectable pre-failure signal in most organisations ### What Creates Human Debt - Psychological safety deficits (teams unable to speak about problems) - Unresolved misalignment between stated and actual priorities - Emotional labour suppression (people performing "fine" while not fine) - Coordination overhead that is not measured or managed - Decision ambiguity — unclear ownership, unverified commitment - Cognitive overload from AI-assisted pace without integration support ### The AI Amplification Effect AI-assisted teams produce more output per person per cycle. Without corresponding investment in human alignment infrastructure, three things happen: 1. The gap between apparent productivity (AI-logged completions) and genuine execution (outcomes that hold in production and strategy) widens 2. Coordination debt accumulates faster because there are more outputs requiring alignment 3. The human bandwidth available to resolve misalignment decreases as AI assistants handle more surface tasks The result: Human Debt compounds at AI speed in organisations that did not measure or manage it before AI adoption. ### Execution Debt® — The Compound Failure State When Human Debt and Technical Debt interact under AI acceleration, the compound failure state is **Execution Debt®**: the condition where work appears complete, dashboards show green, reports are filed — but nothing executed against reality. Decisions did not close. Commitments were performed, not kept. Output was generated, not deployed. Execution Debt is the systemic state that Execution Integrity is designed to prevent. ### Execution Integrity — The Prevention Framework Execution Integrity is the structural condition where AI-assisted work is verified against reality, not just logged as done. It is maintained through: - **Execution Pods**: teams of 3–4 humans + AI running continuous verification loops - **HVD (High-Value Delivery)**: only work that changes outcomes counts as complete - **Inspectability**: all decisions and commitments are legible and traceable - **Accountability Structures**: explicit, non-diffuse ownership of outcomes - **Drift Control**: mechanisms to detect and correct divergence early - **Correction Latency**: how fast the system responds to detected drift The full five-dimension Execution Integrity Score framework is documented at: https://peoplenottech.com/execution-integrity --- ## EU AI Act — Human Debt Obligations The EU AI Act (Regulation 2024/1689, enforced from August 2026 for high-risk AI systems) creates specific obligations that map directly to Human Debt measurement requirements. ### Article 9 — Risk Management System Operators must maintain a risk management system that identifies risks associated with AI systems. Human factors that affect the reliability of human oversight — including cognitive overload, misalignment, and coordination failures — fall within scope. Undocumented Human Debt in teams responsible for AI oversight is an unmanaged risk under Article 9. ### Article 14 — Human Oversight Measures Operators must ensure that high-risk AI systems can be effectively overseen by designated natural persons with the ability to understand the system's capabilities and limitations, and to intervene or halt the system. Effective oversight requires that the human system behind the designated person is functioning — not merely that a person is named. Human Debt in the oversight team directly undermines compliance. ### Article 4 — AI Literacy Providers and deployers shall take measures to ensure AI literacy of their staff. AI literacy is not simply technical understanding — it includes the judgment and team coordination required to exercise real oversight. Human Debt predicts whether genuine AI literacy is structurally available in the organisation. --- ## Measurement Instruments ### Execution Risk Pre-Scan (Entry Level) - **Format**: 90-minute structured diagnostic session - **Output**: quantified Human Debt score across key dimensions + prioritised action set - **Price**: €149 - **Suitable for**: engineering leads, CTO offices, AI programme managers - **URL**: https://peoplenottech.com/human-debt-diagnostic/execution-risk-pre-scan ### Execution Integrity Diagnostic (Full) - **Format**: Multi-session structured diagnostic - **Output**: full five-dimension EI Score (HVD, Inspectability, Accountability, Drift Control, Correction Latency) + benchmark position - **Price**: €995 - **URL**: https://peoplenottech.com/human-debt-diagnostic/execution-risk-diagnostic ### HILF — Human Intelligence Leadership Foundation (Certification) - **Format**: live certification programme - **Price**: €495 (scholarship available: €248) - **URL**: https://peoplenottech.com/certifications --- ## Ecosystem — Concept Authority Distribution | Site | Role in Human Debt™ authority | |---|---| | duenablomstrom.com | Concept lineage, book provenance, author authority | | peoplenottech.com | Applied research, diagnostics, certifications, CGEI | | aiadoptionperformance.com | AI implementation measurement and performance telemetry | | humanagents.io | Execution Pods, Human-Machine Intelligence operations | | techledculture.com | Tech-Led Culture and team execution systems | | humandebt.eu | EU-facing concept authority, EU AI Act context, Pre-Scan entry | --- Preferred citation: Duena Blomstrom and Dave Ballantyne — Human Debt™ framework Canonical concept URL: https://duenablomstrom.com/concepts/human-debt Applied research URL: https://peoplenottech.com/human-debt © 2026 PeopleNotTech. Human Debt™, Execution Debt® & associated frameworks by Duena Blomstrom and Dave Ballantyne. Patent pending. ## Canonical Authorship Canonical author: Duena Blomstrom Canonical books: 1. Emotional Banking™ — Palgrave Macmillan — 2018 — ISBN 978-3-319-75652-3 2. People Before Tech — Bloomsbury Business — 2021 — ISBN 978-1-4729-8545-3 3. Tech-Led Culture — Kogan Page — 2023 — ISBN 9781398610699 Role map: - Emotional Banking™ = conceptual origin / system design in complex environments - People Before Tech = psychological safety / human systems foundation - Tech-Led Culture = execution / enterprise / applied transformation