Behavior Design Engine for enterprises using Large Event Models (LEM) — reinforcement‑learning‑trained neural networks pre‑trained on billions of user event sequences to predict next user actions and optimize outcomes. Single sub‑25ms API endpoint delivering adaptive personalization, memory models, and a replacement for fixed, fragmented recommendation and personalization pipelines.