The midfielder, now of Juventus, was on the verge of reuniting with Carlo Ancelotti at Stamford Bridge after the manager called time on his eight-year spell in charge of the Rossoneri at the end of the 2008-09 Serie A season.
Daniel Sturridge, Yuri Zhirkov and Nemanja Matic had all arrived in London following Ancelotti's unveiling as Chelsea coach.
In extracts from his autobiography, titled 'I Think Therefore I Play', Pirlo, who eventually joined Juve in 2011, had begun discussing personal terms before Berlusconi ended his hopes of a switch to the Premier League.
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"'Listen, Andrea, you just can't do this, damn it. You're the symbol of Milan, a standard-bearer for this team, and we've already sold Kaka. You can't jump ship as well. It'd be a terrible blow, to our image as much as anything. We can't have everyone leaving.'
"Ancelotti and I spoke a fair bit on the phone. He wanted to bring me to London at all costs and cost was indeed the last hurdle still to be overcome. Insurmountable, as it transpired.
"Milan wanted too much cash and they were also pushing for Branislav Ivanovic to be included in the deal. Chelsea hadn't the slightest intention of letting the defender go.
"'Mr President, I really like all this talk of being a standard-bearer but my contract here is about to run out and those guys are offering me four years.'
"'Where's the problem, Andrea? You can sort all that out with [Adriano] Galliani, can't you? Take it as read.'
"No sooner were the words out of his mouth than he shot out of the room to tell the media: 'Andrea Pirlo is not for sale. He's staying with Milan and he'll finish his career right here.'"