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In point of fact
Contrasting Reality
Use it to contrast with a misconception or to correct false claims. 
Adding Emphasis
It adds emphasis to your statement, highlighting truth or accuracy. 
Formal Contexts
It's more formal than 'actually', good for written reports or presentations. 