By 2022, it's predicted that paid media will be changing drastically. Marketers need to become more familiar with using artificial intelligence and machine learning for their budgeting process to work most effectively- but this isn't something marketers can take lightly! This area is constantly evolving; new opportunities are emerging every day, making power over how we adapt very important.