Enterprises must navigate the universe of big data applications by recognizing that application platforms will alternately empower and constrain enterprises along a path of ever more sophisticated applications. Data lakes, intelligent systems of engagement, and self-tuning systems of intelligence all build on each other in terms of capabilities. But the underlying platforms will evolve in a cycle of simplicity, complexity from adaptive stretch, and simplicity again via a platform refresh.