This is New Game+ β a fresh start that makes you permanently stronger. It is the whole point of the game.
The machines kept training. They missed you. Probably.
This wipes EVERYTHING β infrastructure, R&D, cash, and all β Insight. Company Records are wiped too. There is no undo.