How long until ice is safe?

Excuse me, could you possibly elaborate on the matter of ice safety? I'm curious to know, how long does it typically take for ice to reach a safe level of thickness or stability? Are there any specific factors that influence this timeline, such as temperature, humidity, or the type of water body? Additionally, is there a general rule or standard that can be followed to assess the safety of ice? Your insights would be greatly appreciated.