AI-Powered Strategy Recommendation Stress Tester

[OVERVIEW]
I built an AI-powered framework that helps review and improve strategy recommendations before stakeholder meetings. Instead of relying only on my own perspective, I use AI to challenge assumptions, identify risks, suggest alternative approaches, and highlight potential stakeholder concerns. This helps create stronger recommendations, improves presentation quality, and increases confidence when making important decisions.

[IMPACT]
My goal was to improve the quality of strategy recommendations before stakeholder discussions. By using AI to review ideas, identify risks, and suggest improvements, I was able to prepare more confidently and reduce the time spent on manual analysis. The framework helped create more structured recommendations, identify potential concerns early, and improve overall presentation quality and decision-making.

[LESSONS]
Using AI works best when the context and goals are clearly defined. I learned that detailed prompts produce more accurate and actionable feedback. One important lesson was to treat AI as a thought partner rather than relying on it for final decisions. In the future, I would provide more stakeholder-specific context and include additional business constraints to make the recommendations even more relevant and effective.

[TRYABLE]
Instructions/Workflow

1. Define the strategy recommendation or proposal you want to present to stakeholders.
2. Provide the recommendation, objectives, and key assumptions to the AI tool.
3. Ask AI to identify potential risks, gaps, and weaknesses in the recommendation.
4. Request AI to challenge the assumptions and suggest alternative approaches.
5. Ask AI to review the recommendation from different stakeholder perspectives and highlight possible concerns or objections.
6. Review the AI feedback and refine the recommendation accordingly.
7. Ask AI to summarize the final recommendation and key talking points for the presentation.
8. Use the improved recommendation and insights to prepare for the stakeholder meeting.

Example Prompt:

Review the following strategy recommendation. Identify risks, challenge assumptions, suggest alternative approaches, and highlight potential stakeholder concerns. Then provide recommendations to strengthen the proposal and summarize the key points for presentation.

[SETUP]
- Access to an AI tool such as Microsoft Copilot, ChatGPT, or Claude.
- A strategy recommendation, proposal, or business idea to evaluate.
- Basic understanding of the project goals, stakeholders, and business requirements.
- No special software, coding skills, or technical setup required.

[SAMPLE_OUTPUT]
Not included