GenAI for Business
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Figures & Frameworks

The core frameworks from GenAI for Business as reusable figures. Free to embed in decks, courses, and articles with attribution: "Shubin Yu, GenAI for Business (2026)".

The Five-Layer Engineering Stack

Prompt, context, harness, loop, and graph engineering: the five disciplines for working with generative AI, from a single turn to autonomous systems.
Prompt, context, harness, loop, and graph engineering: the five disciplines for working with generative AI, from a single turn to autonomous systems.

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The Five A's Continuum

Access, Assistants, Applications, Automation, Agents: classifying AI products by autonomy, blast radius, and governance requirements.
Access, Assistants, Applications, Automation, Agents: classifying AI products by autonomy, blast radius, and governance requirements.

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The EDGE Framework

Efficiency, Decisions, and Growth as outcome pillars resting on Empowerment as the enabling pillar of AI value creation.
Efficiency, Decisions, and Growth as outcome pillars resting on Empowerment as the enabling pillar of AI value creation.

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The Forward Deployed Method

Embed, Scope, Build, Prove: the six-week cycle for turning AI potential into deployed, measured business results.
Embed, Scope, Build, Prove: the six-week cycle for turning AI potential into deployed, measured business results.

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