A Co-Designed Decision Checklist for Organizational AI Adoption · Final Review · Score 27/30A Co-Designed Decision Checklist for Organizational AI Adoption · Final Review · Score 27/30A Co-Designed Decision Checklist for Organizational AI Adoption · Final Review · Score 27/30A Co-Designed Decision Checklist for Organizational AI Adoption · Final Review · Score 27/30A Co-Designed Decision Checklist for Organizational AI Adoption · Final Review · Score 27/30A Co-Designed Decision Checklist for Organizational AI Adoption · Final Review · Score 27/30
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Iterative co-design is transparently documented: every transition (V0.1 to V4) has a change log (Tables 2 and 4) tying each edit to named participant sources, which is exactly what the brief asks for.
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The instrument is grounded in a prior scoping review and engages a large, multi-disciplinary panel (engineering, design, management, HR, legal), surfacing cross-occupational gaps (e.g., the domain-validation item from convergent E1/D1 critique).
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The importance-weighted 1-5 scoring with absolute blockers is a real conceptual contribution over equal-weight checklists and produces a more differentiated verdict.
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Full artefacts for every version are reproduced in the appendices, making the trajectory auditable, and a companion Implementation Guidance is referenced for actionability.
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Limitations are stated honestly: design-practitioner overrepresentation, student-heavy accessibility round, simulated (not live) use case, and temporal boundedness of the regulatory landscape.
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The flagship worked use case violates the instrument's own rules: blockers T2.2, T3.1, T3.2 are rated 3, 3, and 2, but V4 restricts [B] items to 1 or 5; T3.2 ("no written fallback plan") at "not met" should also be an active blocker yet is omitted from the active-blocker list, casting doubt on the headline 57.5/125.
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Cross-version traceability of blockers is broken: the V3 decision logic lists blocker IDs (T2.3, T2.9, T3.11, T3.17) that do not correspond to V3's renumbered items (IP is T2.4, participation T3.10, fallback T3.15).
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An uncorrected arithmetic note is left in the V2 decision logic ("104 = 52x2... actual 51, max 102"), signaling insufficient proofreading of the scoring spine.
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The "saturation reached" claim rests on a single Round 3 conducted with a different, cross-sector panel; one no-change round with a new composition is weak evidence for saturation.
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The weight ratios (x1/x0.5/x0.25) and the Critical/High/Medium item assignments are asserted without justification or sensitivity analysis, so the verdict's dependence on these choices is untested.
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The use case is fully simulated with author-assigned ratings; predictive validity is untested, so the "more conservative than narrative analysis" claim is not empirically supported.