{
  "source": {
    "file": "AI_Architect_Test_Task.pdf",
    "sha256": "12b2406766996056d0a361cf76b2d8fbe4dfdfad6a16c2cc4d5ee03a51a384a5",
    "attachment_message": "1557767519748759646",
    "authorization_message": "1557786954383368264",
    "read_scope": "Full PDF, Format, Context and all four assignment questions, plus assumptions instruction"
  },
  "requirements": [
    {"id":"format","source_section":"Format","requirement":"Live presentation: 50 minutes including Q&A; content over polish","pages":["target-operating-model"],"markers":["35 minutes content + 15 minutes Q&A","Content matters more than visual polish"]},
    {"id":"context","source_section":"Context","requirement":"Close to 80 engineering people, around 100 by year end, more than 10 teams; every developer already uses AI unevenly; real output not usage","pages":["target-operating-model","baseline"],"markers":["80 engineers","100 by year end","more than 10 teams","current AI-assisted practice"]},
    {"id":"q1","source_section":"Assignment 1","requirement":"Month 1–6 concrete priorities and change starting solo, CTO reporting, no formal team authority","pages":["roadmap","target-operating-model"],"markers":["Month 1","Month 2","Month 3","Month 4","Month 5","Month 6","One active live pilot at a time","no formal authority","monthly CTO review"]},
    {"id":"q2","source_section":"Assignment 2","requirement":"Know whether engineering output improves; track meaningful measures and explain misleading signals","pages":["measurement/index","stage-01-skills-adoption","baseline"],"markers":["Review/rework minutes","Escaped defects and severity","Where this misleads","task mix","not a causal ROI claim","source","uncertainty"]},
    {"id":"q3","source_section":"Assignment 3","requirement":"Realistic visible month-six changes backed by evidence","pages":["target-operating-model","roadmap"],"markers":["Activities I commit","Contingent visible outcome","one partner team","matured defect follow-up","documented stop"]},
    {"id":"q4","source_section":"Assignment 4","requirement":"Role and organization AI use beyond six months","pages":["stage-02-autonomous-agent","target-operating-model"],"markers":["dedicated enablement capacity","deterministic tooling","conditional long-term option","not automatic progression"]},
    {"id":"assumptions","source_section":"Final instruction","requirement":"State assumptions where stack, tooling or processes are unknown","pages":["target-operating-model"],"markers":["Assumptions register","PDF fact","Unknown:","Hypothesis:","If false"]},
    {"id":"F1","source_section":"Professional audit F1","requirement":"First-revision comparator and recovery without invented prior approved bundle","pages":["skills-quality","skills-governance","skills-maintenance"],"markers":["first-revision","N/A","pinned clean","independent"]},
    {"id":"F2-F3","source_section":"Professional audit F2/F3","requirement":"Coherent illustrative packet, inconclusive bounded extension/stop, effort and value","pages":["stage-01-skills-adoption","skills-quality"],"markers":["EXP-01","Entirely fictional","Inconclusive at first review","one two-week evidence-completion extension","Conclusive stop on burden","one-off setup","optional reference designs"]}
  ],
  "verification_sources": ["scripts/assignment.test.mjs","scripts/connected-strategy.test.mjs","scripts/strategy-navigation.test.mjs","scripts/strategy-story.test.mjs","scripts/verify.mjs","scripts/browser/skills-stories.cjs","scripts/browser/strategy-navigation.cjs","scripts/browser/target-midpoints.cjs","scripts/browser/roadmap-timeline.cjs"],
  "scope": "Traceability is a review aid, not semantic approval or business evidence. All 28 routes remain in strategy-coverage.json; all 16 canonical contracts retain original checksums, 9 prototypes and 7 unimplemented. Reviewer must cold-read the actual pages and inspect complete exports."
}