# Best practice - AI lessons from early adopters Go to [[Week 2 - Introduction]] or back to the [[Main AI Page]] - Choose your on-ramp - Determine a starting point by considering your needs and resources. Target a use case with a strategic goal and data to support it. Will you pursue enterprise-wide transformation, or improve a specific business process? - Advance your data strategy - The success of your cognitive initiative will depend on the volume and quality of data at your disposal. Consider leveraging a diverse range of untapped data sources based on your business need—from structured to unstructured, and from internal to external sources. - Team for sucess - Encourage your IT and business leaders to collaborate on the organization’s cognitive initiatives. Enlist a team of cognitive, software development and data specialists to implement and manage cognitive pilots and supplement your in-house expertise through your ecosystem of partners. #ToDo Build this into the approach for my [[Master of Philosophy - Main Page|Master of Philosophy]] #AIBusinessCase