This guide helps AWS-native startups prioritize AI projects that drive revenue by aligning with business needs, balancing resources, leveraging GenAI, managing costs, ensuring security, and choosing build vs buy strategies effectively.

Startup AWS data platform decisions hinge on balancing time-to-value, total cost, risk, compliance, team skills, and vendor lock-in. Use cost modeling, governance, and capability fit to choose build or buy.