Build an AWS-native startup AI model by aligning AI to revenue, managing FinOps, security, and compliance, implementing strong governance, and leveraging AWS tools for scalable, secure, efficient delivery.

This AWS-first framework guides startups in build vs. buy decisions for data and AI platforms by evaluating TCO, time to value, vendor lock-in, scalability, security, compliance, AWS services, funding, AI readiness, governance, and FinOps.