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From Marketing to AI Architecture

This trail is for colleagues, hiring managers, or anyone wondering how a VP of Digital Marketing ended up building AI infrastructure. It traces the journey from systems thinking in marketing through the ADHD discovery that changed everything, to the production systems and 75-file business plan that prove this isn't a career pivot — it's a convergence. Each stop builds the evidence, from personal insight to technical proof to strategic positioning.

44 min
7 stops
Infrastructure FirstAdhd Ai ParallelTheory To Production
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7 Stops

  1. 1
    When I Realized I Was Building AI Without Knowing It

    Personal awakening — the moment ADHD patterns mapped to AI architecture

  2. 2
    Infrastructure First: The Pattern That Changed Everything

    Core philosophy: build the thing that builds the things

  3. 3
    GraphRAG System Capabilities Overview

    The first major system built — knowledge graph from 1,573 conversations

  4. 4
    ADHD Brain Parallels with AI Agents

    The 12 structural parallels between ADHD and AI agents

  5. 5
    ACE Comprehensive Reference Specification

    24-report synthesis on context engineering — the research depth

  6. 6
    SaaS Company KB Agent Architecture

    Production healthcare AI — proof of domain-specific delivery

  7. 7
    Infrastructure Thinking as Competitive Advantage

    The strategic case: infrastructure thinking as competitive advantage

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