{"id":610,"date":"2025-08-06T22:10:04","date_gmt":"2025-08-06T21:10:04","guid":{"rendered":"https:\/\/anapoly.co.uk\/labs\/?page_id=610"},"modified":"2025-08-08T13:52:22","modified_gmt":"2025-08-08T12:52:22","slug":"contextual-scaffolding-framework","status":"publish","type":"page","link":"https:\/\/anapoly.co.uk\/labs\/contextual-scaffolding-framework\/","title":{"rendered":"Contextual Scaffolding Framework"},"content":{"rendered":"\n

Contextual Scaffolding<\/h1>\n\n\n\n

a framework<\/p>\n\n\n\n

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Transparency label<\/a>: AI-assisted<\/p>\n\n\n\n

Creating a valuable knowledge-based product with AI depends on two things: the AI must clearly understand what\u2019s required, and it must stay aligned with that requirement as the work progresses. Our solution is contextual scaffolding<\/strong> \u2014 a structured yet lightweight method that keeps the AI grounded and relevant from start to finish.<\/p>\n\n\n\n

A key feature of this approach is that the AI collaborates in building the scaffolding itself, starting with the initial programme of work. This ensures the AI is involved from the outset, shaping the context it will work within and adapting it as the project evolves.<\/p>\n\n\n\n

Contextual scaffolding works through two complementary structures. The phase model<\/em> shapes the entire lifecycle, from initial concept to operational use. The project model<\/em> organises collaborative work within each phase, ensuring the AI works with current priorities, materials, and deliverables.<\/p>\n\n\n\n

Both models are deliberately flexible, applied only as firmly as the situation demands, so that structure supports progress without stifling it.<\/p>\n\n\n\n

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Phase Model (Cradle-to-Grave Structure)<\/h2>\n\n\n\n

The phase model provides end-to-end structure across the full lifecycle of the product.<\/p>\n\n\n\n

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  1. Concept<\/strong> \u2014 Explore potential benefits, clarify purpose, and draft a business case.<\/li>\n\n\n\n
  2. Definition<\/strong> \u2014 Specify the intended final deliverable in sufficient detail to support structured development.<\/li>\n\n\n\n
  3. Development<\/strong> \u2014 Develop and test the final product.<\/li>\n\n\n\n
  4. Acceptance<\/strong> \u2014 Validate the deliverable in the hands of its intended users, ensure it meets defined needs, and bring it into use.<\/li>\n\n\n\n
  5. Operation and Maintenance<\/strong> \u2014 Use, monitor, and refine the product until it is retired.<\/li>\n<\/ol>\n\n\n\n

    Not every phase will require a full project structure, but where structured collaboration is needed, the project model applies.<\/p>\n\n\n\n

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    Project Model (Within-Phase Scaffolding)<\/h2>\n\n\n\n

    Within each phase, a project-based approach provides structure for collaborative delivery.<\/p>\n\n\n\n

    1. Defined Goal<\/strong><\/h3>\n\n\n\n

    The project is established to deliver a clear, knowledge-based product. Typically, this will be the output required from a phase.<\/p>\n\n\n\n

    2. Project-Based Structure<\/strong><\/h3>\n\n\n\n

    Work within the phase is organised into discrete stages<\/strong>, each with defined objectives and outputs.<\/p>\n\n\n\n

    3. Stage Gates<\/strong><\/h3>\n\n\n\n

    Progression from one stage to the next requires a quality review of outputs. Only satisfactory products allow forward movement.<\/p>\n\n\n\n

    4. Product-Focused<\/strong><\/h3>\n\n\n\n

    Each stage produces one or more interim products<\/strong>. Most are “technical” in nature and build towards the final deliverable; some are to manage progress.<\/p>\n\n\n\n

    5. Human-AI Collaboration<\/strong><\/h3>\n\n\n\n

    The AI acts as a collaborator.<\/strong><\/p>\n\n\n\n