DateFormat.format only works on Date values.
You can use two SimpleDateFormat objs.: one for parsing, and one for formatting. For example:
// MM is months, not mm
DateFormat format_in = new SimpleDateFormat("MM/yyyy", Locale.India);
DateFormat input_value=new SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ss.SSSX",Locale.India);
String input_value = "2024-12-19T00:00:00.000-06:00";
Date date = format_in.parse(input_value);
String output_value = outputFormat.format(date);