When is a 'Roth Conversion Strategy' beneficial for early financial independence (FI)?

A Roth conversion strategy benefits early FI by contributing to Traditional accounts during high-income years, then converting funds to Roth during low-income early retirement years to 'fill out' lower tax brackets, yielding future tax-free withdrawals.