About your operation
Your industry decides which questions come next. None of this step is scored.
The dimensions draw on published research into why AI programs stall between pilot and production. Figures quoted in the results come from these publications.
- BCG. Where’s the Value in AI? October 2024. https://www.bcg.com/press/24october2024-ai-adoption-in-2024-74-of-companies-struggle-to-achieve-and-scale-value
- BCG. AI at Work 2025: Momentum Builds, but Gaps Remain. June 2025. https://www.bcg.com/publications/2025/ai-at-work-momentum-builds-but-gaps-remain
- Bain & Company. Executive Survey: AI Moves from Pilots to Production. 2025. https://www.bain.com/insights/executive-survey-ai-moves-from-pilots-to-production/
- Bain & Company. AI in Financial Services Survey Shows Productivity Gains Across the Board. 2024. https://www.bain.com/insights/ai-in-financial-services-survey-shows-productivity-gains-across-the-board/
This assessment is a self-reported, directional guide. The score reflects only the answers given, is not a benchmark against other organizations, and is not a prediction of what any deployment will achieve; actual results will vary by portfolio, configuration, and context. The regulatory questions name common frameworks and rules as prompts for discussion. They are not a complete list of the requirements that apply to any organization. We keep a copy of the answers without contact details, to learn where operations get stuck; a name and email are stored only if you choose to leave them.
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