| ALL | P0 · All 20 Pillars | Adaptive Adoption Behavioral Index (AABI) | Diagnostic | LIVE | Original — Gibbons 2026 |
| Flagship. 20 pillars, 6 maturity levels, 20-gon radar. |
| CROSS | P0 · AI Adoption Friction Suite | AI Adoption Friction Audit | Diagnostic | LIVE | Original — Gibbons 2026 |
| A structured diagnostic for one named AI initiative, deployment, or human–AI workflow. Assess eight domains of adoption friction, separate severity from evidence confidence, identify the three highest-priority constraints, and generate focused next steps. This is a decision-support framework, not a validated psychometric instrument or a company-wide AI maturity score. |
| CA | P1 · Master the Craft | AI Knowledge Quick Quiz | Diagnostic | LIVE | Original — Gibbons 2026 |
| 12 questions. Quick gateway diagnostic — Know/Do/Build × 4 levels. Lightweight introduction before the full 7-dimension AI Mastery Self-Assessment. |
| CA | P1 · Master the Craft | Team Capability Heatmap | Assessment | PLANNED | Original |
| Manager-facing. Map your team across User→Architect. |
| CA | P1 · Master the Craft | Tool Stack Audit | Canvas | SPECULATIVE | Original |
| What AI tools does your org actually use vs. sanctioned vs. shadow AI? |
| CA | P1 · Master the Craft | Prompt Engineering Maturity Quiz | Quick diagnostic | SPECULATIVE | Original |
| 5-min quiz. Are you copy-pasting or system-prompting? |
| CA | P1 · Master the Craft | AI Learning Concierge | AI tool | SPECULATIVE | Original — Gibbons 2026 |
| Personalized learning plan from vetted sources. |
| CA | P1 · Master the Craft | PKM Maturity Diagnostic | Diagnostic | PLANNED | Original — Gibbons 2026 |
| 6 levels: Chaos → One Box → Linked Thinking → Working Memory → Augmented Intelligence → Institutional Brain. |
| CA | P2 · Embrace Complexity | Cynefin Domain Diagnostic | Diagnostic | LIVE | Snowden & Boone (2007) |
| 7 questions, live quadrant reading, turbulence dial. |
| CA | P2 · Embrace Complexity | Wicked Problem Mapper | Interactive tool | IN DEVELOPMENT | Rittel & Webber (1973) |
| Map interconnected problems, stakeholders, constraints for AI adoption. |
| CA | P2 · Embrace Complexity | Complexity Radar | Canvas | SPECULATIVE | Stacey Matrix + Snowden |
| Where are you pretending it's simple? |
| CA | P2 · Embrace Complexity | Dependency Network Visualizer | Interactive tool | SPECULATIVE | Systems dynamics |
| Map technical + human dependencies. |
| CA | P2 · Embrace Complexity | Sensemaking Diagnostic | Diagnostic | PLANNED | Weick (1995) |
| Surfaces the narratives beneath stated objections. |
| CA | P3 · Consciously Manage Trust | Trust Temperature Check | Quick diagnostic | BUILD NEXT | RIST (Gibbons) abbreviated |
| 5-min team version of RIST. Quick pulse for workshops. |
| CA | P3 · Consciously Manage Trust | Psychological Safety Index | Diagnostic | IN DEVELOPMENT | Edmondson (1999) |
| Reframed for AI: do people feel safe admitting they don't understand the AI? |
| CA | P3 · Consciously Manage Trust | AI Trust Calibration Quick-Check | Quick diagnostic | PLANNED | Original — maps to RIST |
| Over-trusting or under-trusting? 6 questions. |
| CA | P4 · Put People First | Human Flourishing at Work (PERMA) | Diagnostic | LIVE | Seligman (2011) |
| 15 statements across PERMA dimensions. |
| CA | P4 · Put People First | Ikigai Diagnostic | Diagnostic | LIVE | Japanese tradition — Gibbons |
| 12 statements. Love/Good At/World Needs/Paid For. |
| CA | P4 · Put People First | Change Impact Assessment | Canvas | IN DEVELOPMENT | Classic CIA → adapted |
| Who's affected, how, what support needed? |
| CA | P4 · Put People First | Stakeholder Empathy Map | Canvas | IN DEVELOPMENT | XPLANE / Osterwalder → adapted |
| What do stakeholders think, feel, say, do about AI? |
| CA | P4 · Put People First | Displacement Risk Calculator | Assessment | SPECULATIVE | Original + BLS/OECD data |
| Role-by-role task automation analysis. |
| CA | P5 · Design and Prototype | AI Experiment Canvas | Canvas | BUILD NEXT | Lean Startup (Ries) → adapted |
| Hypothesis → MVP → measure → learn for AI initiatives. |
| CA | P5 · Design and Prototype | Assumption Mapper | Canvas | PLANNED | Lean + Strategyzer |
| Surface and test assumptions about the AI tool, users, and process. |
| CA | P5 · Design and Prototype | Pilot Design Template | Template | PLANNED | Original |
| Scope, success criteria, timeline, kill criteria, scale-up triggers. |
| CA | P5 · Design and Prototype | MVP Readiness Checklist | Checklist | SPECULATIVE | Original |
| Before you pilot: data ready? Users identified? Rollback plan? |
| CA | P6 · Prioritize Behavior | Adoption Friction Diagnostic (CMTO) | Diagnostic | BUILD NEXT | Gibbons (2026) — extends Michie COM-B (2011) |
| Four-box model: Capability + Motivation + Trust + Opportunity/Friction. |
| CA | P6 · Prioritize Behavior | Nudge Audit | Canvas | IN DEVELOPMENT | Thaler & Sunstein (2008) |
| What choice architecture exists around AI adoption? |
| CA | P6 · Prioritize Behavior | Behavioral Intervention Selector | Interactive tool | PLANNED | BCW / Michie taxonomy |
| Given CMTO diagnosis, which of 9 intervention types to use? |
| CA | P6 · Prioritize Behavior | Habit Formation Tracker | Tracker | SPECULATIVE | Clear (2018) / Wood (2019) |
| Track adoption behaviors over 30/60/90 days. |
| CA | P6 · Prioritize Behavior | Loss Aversion Mapper | Canvas | PLANNED | Kahneman & Tversky (1979) |
| Map perceived losses from AI adoption. |
| CA | P6 · Prioritize Behavior | Defaults Audit | Canvas | PLANNED | Thaler & Sunstein (2008) |
| Is AI opt-in or opt-out in your org? |
| CA | P6 · Prioritize Behavior | Behavioral Design Sprint | Template | PLANNED | Michie BCW (2011) + design thinking |
| Define target behavior → barriers → intervention type → design → test → measure. |
| CA | P6 · Prioritize Behavior | Social Proof Dashboard | Template | SPECULATIVE | Cialdini (2001) |
| Make AI use visible, celebrated, normal. |
| CA | P6 · Prioritize Behavior | Ladder of Inference Diagnostic | Diagnostic | PLANNED | Argyris (1990) |
| Most AI resistance lives at the assumption layer. |
| CA | P6 · Prioritize Behavior | MINDSPACE Audit | Canvas | PLANNED | Dolan et al. (2012) — UK BIT |
| 9 influences on behavior applied to AI adoption. |
| CA | P7 · Manage Ethics Always | Ethics Risk Scanner | Diagnostic | BUILD NEXT | Original + IEEE / NIST |
| Scan for ethical risks across 8 dimensions. |
| CA | P7 · Manage Ethics Always | AI Bias Audit Template | Template | PLANNED | Buolamwini / Gebru + NIST AI RMF |
| Identify where bias enters, who's harmed, what to test. |
| CA | P7 · Manage Ethics Always | Ethical Dilemma Scenario Cards | Workshop tool | IN DEVELOPMENT | Classic ethics pedagogy → AI cases |
| 20 scenario cards for leadership workshops. |
| CA | P7 · Manage Ethics Always | Responsible AI Maturity Checklist | Checklist | SPECULATIVE | MS RAI / Google PAIR |
| Aspirational → embedded maturity curve. |
| CA | P7 · Manage Ethics Always | Cognitive Bias Audit for AI | Diagnostic | PLANNED | Kahneman (2011) / Gigerenzer |
| Automation bias, anchoring, confirmation bias in AI decision-making. |
| CA | P1 · Master the Craft | AI Mastery Self-Assessment | AI Tool | LIVE | Original — Gibbons 2026 |
| A 21-question behavioral self-assessment across 7 dimensions — Civics, Metacognition, Ethics, Concepts, Skills, Creativity, and Orchestration. Produces a scored mastery profile with radar chart and downloadable development brief. Browser-only, no data stored. |
| LD | P1 · Strategic Imagination | Scenario Planning Canvas | Canvas | IN DEVELOPMENT | Schwartz / Shell scenarios |
| 2×2 uncertainty matrix for AI futures. |
| LD | P1 · Strategic Imagination | Future-Back Strategy Template | Template | PLANNED | Hamel + Prahalad → adapted |
| Start from 2028, work backward. |
| LD | P1 · Strategic Imagination | AI Opportunity Scanner | Interactive tool | SPECULATIVE | Original |
| Process-by-process: where could AI create value? |
| LD | P2 · Active Modeling | Personal Context Passport | AI Tool | LIVE | Original — Gibbons 2026 |
| Portable, auditable AI context artifact. A guided interview produces downloadable Markdown, JSON, and an agent brief. Browser-only, no data stored in v0. |
| LD | P2 · Active Modeling | Leader AI Usage Audit | Assessment | BUILD NEXT | Original |
| How visibly does the leader use AI? Walk-the-talk measure. |
| LD | P2 · Active Modeling | Modeling Behavior Gap Analysis | Canvas | PLANNED | Bandura (1977) |
| Behaviors you want vs. behaviors you demonstrate. |
| LD | P2 · Active Modeling | Leader-Team AI Alignment Check | Quick diagnostic | SPECULATIVE | Original |
| Perception gap: does the team see the leader's AI stance the way the leader does? |
| LD | P2 · Active Modeling | From GTD to GSD — The AI Productivity System | Template | PLANNED | Original — Gibbons 2026 (extends Allen 2001) |
| GTD reimagined for humans managing AI agents. |
| LD | P2 · Active Modeling | Build Your Chief of Staff in Cowork | AI tool | PLANNED | Original — Gibbons 2026 |
| Step-by-step guide to creating a CoS agent. |
| LD | P3 · Creative Cultivation | Creative Climate Diagnostic (Ekvall) | Diagnostic | LIVE | Ekvall (1996) |
| 20 questions, 10 dimensions. |
| LD | P3 · Creative Cultivation | Innovation Blockers Diagnostic | Diagnostic | PLANNED | Original + Amabile (1998) |
| What's killing innovation? |
| LD | P3 · Creative Cultivation | Experimentation Permission Audit | Quick diagnostic | SPECULATIVE | Original |
| Do people feel permission to experiment with AI? |
| LD | P3 · Creative Cultivation | SCARF Threat Diagnostic | Diagnostic | BUILD NEXT | Rock (2008) |
| Which psychological threat drives resistance? |
| LD | P4 · Friction Courage | Friction Audit | Canvas | BUILD NEXT | Original + Sutherland / Sull |
| Map every friction point. Which can you kill? |
| LD | P4 · Friction Courage | Bureaucracy Buster Scorecard | Assessment | IN DEVELOPMENT | Hamel Bureaucracy Index |
| How many approvals to pilot an AI tool? |
| LD | P4 · Friction Courage | Permission-to-Fail Assessment | Quick diagnostic | PLANNED | Original |
| How your org handles failure: punish, ignore, tolerate, or celebrate? |
| LD | P5 · Trust Calibration | RIST Trust Diagnostic | Diagnostic | LIVE | Original — Gibbons (RIST) |
| 32 questions. Over/under-trust detection. |
| LD | P0 · Leadership Delta | Leadership Delta — Assess Yourself | Diagnostic | LIVE | Original — Gibbons 2026 |
| Six brutally hard questions on leading AI — where the obvious answer is wrong. |
| LD | P5 · Trust Calibration | Stakeholder Trust Map | Interactive tool | IN DEVELOPMENT | Classic stakeholder mapping → trust overlay |
| Who trusts the initiative? Heat-mapped. |
| LD | P5 · Trust Calibration | Trust Repair Protocol | Template | PLANNED | Lewicki & Bunker (1996) |
| Step-by-step repair after a trust breach. |
| LD | P0 · Leadership Delta | Leadership Delta — Assess Your Team | Diagnostic | LIVE | Original — Gibbons 2026 |
| Six brutally hard questions on how your team leads AI — where the obvious answer is wrong. |
| LD | P0 · Leadership Delta | Leadership Delta — Assess Your Organisation | Diagnostic | LIVE | Original — Gibbons 2026 |
| Six brutally hard questions on how your organisation leads AI — where the obvious answer is wrong. |
| LD | P0 · Leadership Delta | Leadership Delta — Participant Onboarding (Setup Concierge) | Interactive tool | IN DEVELOPMENT | Original — Gibbons 2026 |
| Cohort-one participant onboarding: four-pillar contract, tech-stack triage (green/amber/red → Attio), guided Obsidian + Codex/Cowork setup, personal-context pack (client-side, 7 vault files). UNLISTED participant-only app — never surface on the public tools hub, even when live (noindex, excluded from sitemap and nav). |
| LD | P6 · Ethical Stewardship | Ethical Leadership Self-Assessment | Diagnostic | PLANNED | Brown et al. (2005) ELS |
| Do you model ethical AI use? |
| LD | P6 · Ethical Stewardship | Values-AI Alignment Audit | Canvas | SPECULATIVE | Original |
| Map stated values against AI practices. |
| LD | P7 · Systems Orchestration | Causal Loop Diagram Builder | Interactive tool | LIVE | Meadows (2008) |
| Map feedback loops. R and B loops auto-detected. |
| LD | P7 · Systems Orchestration | Influence Network Heatmap | Interactive tool | IN DEVELOPMENT | ONA / SNA → adapted |
| Formal vs informal power. Heat-mapped. |
| LD | P7 · Systems Orchestration | Feedback Loop Identifier | Workshop tool | PLANNED | Senge (1990) / Meadows |
| Find reinforcing and balancing loops in your adoption system. |
| LD | P7 · Systems Orchestration | Stakeholder Network Analyzer | Interactive tool | SPECULATIVE | ONA + network science |
| Identify brokers, bottlenecks, isolated clusters. |
| LD | P7 · Systems Orchestration | Polarity Map for AI Adoption | Canvas | PLANNED | Johnson (1992) — Polarity Management |
| Tensions that can't be solved, only managed. |
| LD | P3 · Adaptive Adoption | Leadership Delta Scoresheet | AI Tool | LIVE | Original — Gibbons 2026 |
| Score one or up to 4 leadership teams across 7 Leadership Delta dimensions — 3 indicators each, 1-5 scale, total 105. Produces radar chart overlay, dimension bar chart, heat map, and downloadable reports per team plus cross-team comparison. Browser-only, no data stored. |
| BG | P1 · Strategic Coherence | AI-Strategy Alignment Audit | Assessment | BUILD NEXT | Original + Kaplan & Norton |
| Is your AI portfolio aligned with strategy? |
| BG | P1 · Strategic Coherence | Portfolio Rationalization Matrix | Canvas | IN DEVELOPMENT | BCG Growth-Share → adapted |
| Map AI initiatives by value × feasibility. Kill the zombies. |
| BG | P1 · Strategic Coherence | Initiative Coherence Scorecard | Scorecard | PLANNED | Original |
| Do your initiatives reinforce each other or compete? |
| BG | P2 · Decision Rights | AI Decision Rights Mapper (RACI+) | Interactive tool | BUILD NEXT | RACI → extended for AI |
| Who approves model deployment, who owns data access? |
| BG | P2 · Decision Rights | Authority Escalation Matrix | Template | PLANNED | Original |
| When does an AI decision need human sign-off? |
| BG | P2 · Decision Rights | Decision Velocity Diagnostic | Quick diagnostic | SPECULATIVE | Original |
| How fast do AI decisions get made? |
| BG | P3 · Risk Intelligence | AI Risk Register Template | Template | BUILD NEXT | ISO 31000 → AI-adapted |
| Model, data, operational, reputational, regulatory risk. |
| BG | P3 · Risk Intelligence | Risk Appetite Calibrator | Diagnostic | PLANNED | Original + COSO |
| How much AI risk is your org willing to take? |
| BG | P3 · Risk Intelligence | Shadow AI Audit | Assessment | IN DEVELOPMENT | Shadow IT audits → adapted |
| What AI tools are people using that IT doesn't know about? |
| BG | P4 · Agent Authority | Autonomy Map | Interactive tool | BUILD NEXT | Original — Gibbons 2026 |
| Green/amber/red zones for agent autonomy. |
| BG | P4 · Agent Authority | Agentic Trust Level | Interactive Tool | BUILD NEXT | Original — Gibbons 2026; extends Nate Jones — five levels of agent autonomy |
| Green/amber/red zones for agent autonomy. |
| BG | P4 · Agent Authority | Human-in-the-Loop Decision Tree | Template | PLANNED | Original + NIST AI RMF |
| When must a human review AI output? |
| BG | P4 · Agent Authority | Agent Guardrails Template | Template | PLANNED | Original |
| Per agent: what can it access, modify, escalate? |
| BG | P5 · First-Derivative Talent | Skills Gap Analyzer | Assessment | IN DEVELOPMENT | Classic skills gap → AI-specific |
| Current vs needed skills for AI-augmented roles. |
| BG | P5 · First-Derivative Talent | Role Redesign Canvas | Canvas | BUILD NEXT | Jesuthasan & Boudreau (2022) |
| Decompose role into tasks. Which can AI do? |
| BG | P5 · First-Derivative Talent | Workforce Transformation Roadmap | Template | PLANNED | Original + WEF Future of Jobs |
| 12-month roadmap: role analysis → skill mapping → training → measurement. |
| BG | P6 · Governance Intelligence | Governance Maturity Assessment | Diagnostic | BUILD NEXT | Original — Gibbons |
| Ad hoc → Reactive → Defined → Managed → Optimizing. |
| BG | P6 · Governance Intelligence | Policy Effectiveness Tracker | Tracker | PLANNED | Original |
| Are your AI policies changing behavior? |
| BG | P6 · Governance Intelligence | Governance Learning Loop Audit | Canvas | SPECULATIVE | Argyris double-loop (1977) |
| Single vs double-loop governance learning. |
| BG | P6 · Governance Intelligence | Double-Loop Learning Assessment | Diagnostic | PLANNED | Argyris & Schon (1978) |
| Is governance reacting or evolving? |
| BG | P4 · Governance Intelligence | AI Governance Gap Finder | AI Tool | LIVE | Original — Gibbons 2026 |
| Six-dimension diagnostic measuring the gap between governance policy and governance practice. Traffic-light scoring across Decision Rights, Agent Authority, Risk Intelligence, Governance Intelligence, 1st-Derivative Talent, and Strategic Coherence. Outputs a board briefing, full report, and JSON. |
| BG | P1 · Decision Rights | Decision Rights Quick-Map | AI Tool | LIVE | Original — Gibbons 2026 |
| Eight-question diagnostic mapping AI decision authority. Outputs Decision Velocity score, Shadow AI Risk rating, and Accountability Clarity. Browser-only, no data stored. |
| CA | P6 · Prioritize Behavior | Adoption Friction Mapper | Canvas | PLANNED | Original — Gibbons 2026 |
| Process-level tool that maps where users disengage in an AI adoption journey, where workarounds emerge, and where value leaks. Combines user journey mapping with behavioural observation. Distinct from CMTO (id 22) which is the four-factor diagnostic. |
| BG | P0 · Cross-cutting | Social Frictions-Allies Assessment | Assessment | PLANNED | Adapted from canonical change-management stakeholder mapping; relocated to governance layer per Adaptive Adoption synthesis |
| Behavioural mapping of stakeholder dynamics affecting AI adoption — who enables, who blocks, who is affected but unheard. Pilot→prototype→scaling governance layer. |
| LD | P0 · Cross-cutting | Conditions Audit | Diagnostic | PLANNED | Beer, Finnstrom & Schrader (2016); original Adaptive Adoption synthesis |
| Diagnostic assessing whether the six organisational conditions necessary for the Leadership Delta to close are present. Sponsorship, reinforcement, structural enablers, peer norms, time/space, consequence alignment. |
| BG | P0 · Cross-cutting | Governance Dashboard | Scorecard | SPECULATIVE | Original — Gibbons 2026 |
| Board-level governance readout aggregating decision rights, agent authority, risk intelligence, and strategic coherence into a single view. |
