AI Change Agent (AI Augmented)
AI Readiness Self-Assessment
AI Skills (Y)50
SME Skills (X)50
Core (Stability)50
Meta (Scalability)50
Personalized Recommendations
Your two lowest sub-skills with actionable tips will appear
here.
AI - Prompting & Instruction Design50
AI - Grounding & Data Quality50
AI - Output Evaluation & Validation50
AI - Workflow Integration & Flow Orchestration50
AI - Tool Selection & Continuous Improvement50
AI - Governance, Traceability & Information Protection50
Core - Critical Thinking & Evidence Evaluation50
Core - Task Decomposition & Decision Framing50
Core - Synthesis & Integration50
Core - Logic Transparency & Pattern Recognition50
Core - Team Enablement & Reuse50
SME - Domain Foundation & Professional Methods50
SME - Local Context & Constraint Injection50
SME - Risk Intuition & Domain Logic Auditing50
SME - Standards & Quality Benchmarking50
SME - Knowledge Currency50
Meta - Learning Agility & Adaptability50
Meta - Resilience & Self-Awareness50
Meta - Judgment Calibration & Ambiguity Navigation50
Meta - Escalation & Governance Discipline50
Meta - Systems Thinking & Accountability50
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Quadrant (position)
- SME (X-axis)
- AI Fluency (Y-axis)
Petal-Glyph (modifiers)
- Vertical petals = Core (Stability)
- Horizontal petals = Meta (Scalability)
Your Next Best Move
Low capability
Build individual capability through structured learning and practical enablement.
Build Individual CapabilityWeak evaluation or governance
Strengthen evidence, validation, and accountability before using AI in consequential work.
Strengthen AI ControlsReady for practical application
Apply your capability to a real workflow with shared standards and accountable execution.
Apply to a Real Workflow