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  • What problems are we trying to solve? Is the problem worth solving?
  • Who is the customer (business owner) of the solution who will make the final decision about the solution?
  • Who are the end-customers who will use the solution?
  • Does the problem require data-driven / machine learning solution or can we solve this by traditional software methods?
  • Are the expectations realistic?
  • Do we have the necessary human resources available? Data, model development and operations resources?
  • How will users be impacted by the data driven approaches? How these staff will be trained, monitored, and supported