This playbook guides startups on AWS to align data strategy with growth stages, focusing on cost-effective tools, governance, real-time data, machine learning, and compliance to enable scalable, informed decision-making.

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.