The AI Implementation Assessment Workbook is the Excel companion to Innovation or Theater: AI Implementation Decision Framework. It turns the paper's organizational posture, use-case intake, localized risk, AI role fit, and autonomy-alignment logic into a structured implementation assessment.
Download the workbook and use it with the workbook user guide.
For a portable copy of the complete package, download the research package ZIP, which includes the paper PDF, workbook, and guide.
What it helps answer
The workbook is built around one question: should this AI implementation proceed as proposed?
A YES means the current proposal passed the workbook's assessment logic. A NO means the proposal should not move forward in its current form, even if a redesigned or more bounded AI role may still be useful.
Related
Read the research paper for the framework behind the workbook, or open the user guide for recommended assessment participants, reassessment cadence, interpretation rules, and file-practice guidance.