1. Current state
What system, data process, model, dashboard, or product are you working with today?
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Tell us what transition you are trying to make.
The best first message is short: current situation, desired outcome, main constraint, and whether you need advisory help, implementation, or end-to-end team delivery.
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Useful details to include
You do not need a perfect brief. A few sentences are enough if they explain what is unclear, what is not working, and what would make the project successful.
2. Desired transition
What should become clearer, more reliable, more usable, or more production-ready?
3. Constraints
What are the main limits: time, team capacity, data quality, architecture, trust, or ownership?
4. Scope
Do you need advisory support, implementation, an audit, or a small team to deliver end-to-end?