Pro Tips for Success

Getting Started:

• Work in short, focused sessions rather than marathon efforts.

• It's better to be clear and simple than comprehensive and confusing.

• Remember this is "preliminary" - expect evolution and refinement.

Using AI Effectively:

• The MCP structure is more important than the specific AI platform.

• Always verify key claims against original sources.

• Use AI for speed and structure, not as the final authority.

Preparing for Stakeholder Validation:

• Convert every assumption into a question.

• Plan to be surprised - community insights often contradict desk research.

• Focus on learning, not confirming what you think you know.

Building Team Alignment:

• Review your Problem Tree with colleagues before stakeholder engagement.

• Use it as a discussion tool, not a finished product.

• Update it based on team feedback and stakeholder input.