Instead of saying: "I'm sorry" replace it with "Thank you."

Let me give you an example

Instead of, "I'm sorry I'm late"

say,

" Thank you for waiting for me."

Instead of saying, "I'm sorry for the delay"

say,

"Thank you for your patience."

You are encouraging a mindset of gratitude rather than a mindset of error.