Mrs Trump "believes we need to be a country that follows all laws, but also a country that governs with heart," her spokeswoman said.
Her comments follow growing controversy over President Donald Trump's "zero-tolerance" policy.
In a recent six-week period there were nearly 2,000 family separations.
Adults who try to cross the border, many planning to seek asylum, are placed in custody and face criminal prosecution for illegal entry.
