This playbook guides fast-growing startups in building scalable, cost-effective, and compliant AWS data foundations, emphasizing architecture, governance, cost optimization, and AI readiness for future growth.

This guide outlines a lean, scalable AWS data strategy for startups, emphasizing simplicity, cost control, compliance, real-time processing, and readiness for AI to support growth without over-engineering.