Centralized data platforms collapse when organizations scale beyond 500 employees. Data mesh decentralizes ownership by treating data as domain-specific products, but implementation requires platform investment and organizational transformation that most companies underestimate.
A Fortune 500 insurer cut costs 67% migrating to serverless - then lost 340% trying the same approach elsewhere. Learn the exact traffic patterns, security trade-offs, and cost calculations that determine when functions outperform containers at enterprise scale.
A Fortune 500 team using GitHub Copilot saw developers write 37% more code but bug density increased 41%. This reveals the core measurement problem with AI coding assistants - most teams track velocity while missing quality impacts, technical debt accumulation, and cognitive load redistribution across the development lifecycle.
