Key evaluation criteria should include: technical expertise in your workload types, responsiveness of support teams, depth of Azure certifications, demonstrated cost optimization capabilities, and cultural fit with your organization. Request case studies from similar companies in your industry, and ask detailed questions about their approach to architecture, security, and ongoing management to ensure they have the depth you need.