Cloud cost optimization strategies for large enterprises focus on governance at scale: multi-account structures, cross-team cost allocation, commitment portfolios across thousands of instances, and FinOps platforms for visibility across hundreds of accounts. Cloud cost optimization strategies for small businesses and startups focus on immediate wins: eliminating idle environments, rightsizing a smaller number of high-cost instances, and building cost-aware engineering habits before technical debt accumulates.