As others have said, the title is bollocks. For any mismanaged infrastructure you can make these crazy claims. If they did it today it would be ”saved $100/year”.
The thing is, if it took them a day with AI it would’ve been _at most_ a week without it. So why did they wait? Someone is not being responsible with the company funds.