Default rarely happens alone. When one firm fails, others often wobble, and credit losses unfold over time in messy, connected ways. This chapter gives you models that capture these dynamics — from shared economic drivers to contagious feedback, from when recoveries happen to detailed cash‑flow earnings. With these, you can build a much more realistic picture of credit risk than a simple one‑period default probability ever could.