Kelly joined Juve on-Loan in January until the end of the season with an obligation to buy for £ 20 million.
Juve has now activated the option.
Kelly will formally sign for Juve on July 1, with Newcastle announcing the deal on Friday.
For the time being there is not a word about the contract duration of the defender at Juve.