Used to state a general tendency or typical situation. More formal than たいてい or ふつう.
In many cases, my breakfast is bread and coffee.
In many cases, this illness heals naturally.
Compound of 多く (many) + の (possessive particle) + 場合 (case, situation). The phrase is transparent and follows regular Japanese grammar.