Frameworks
Methodologies from real implementation experience
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The 4S AI Framework
Speed, Scale, Scope, Sophistication — A practical lens for evaluating AI opportunities in your organization.
📈AI Maturity Assessment
A 5-level organizational readiness model for understanding where you are and what’s next on your AI journey.
🧠Context Engineering Methodology
Beyond prompt engineering — a systematic approach to building AI systems that understand and leverage context.
⚖️The Measurer Test
A 6-question rubric for deciding whether to hire a person, redesign a role, or build an AI agent instead.