Assessing your business needs and goals is the first step. Look for partners with expertise in your industry, a proven track record in AWS solutions, and relevant certifications. Consider customer reviews and case studies to gauge their performance. AWS categorizes partners into different tiers, such as Consulting or Technology, which can also guide your selection based on your requirements.