Considered one among the core team of the Congress Vice President, he also rejected criticism that Gandhi's outburst on the issue undermined the position of Prime Minister Manmohan Singh, who was at that time abroad.
The minister maintained that Gandhi and all party leaders have "utmost respect" for Singh.
"Does that not take some courage of conviction....To take it head on. To make an omelette, you have to break an egg. Gandhi had done it. Government and the party supports it. And I think the country is now in a better to position tackle the issue of corruption," he said on Karan Thapar's programme Devil's Advocate in CNN-IBN.
"We are running this government on the behalf of the people of India. If everybody wanted to change the decision, then we did it. There is nothing wrong in saying that we actually took a step back and reflected on what we were doing," Pilot added.
Rejecting the criticism against Gandhi on the issue, he said what the Congress Vice President did was now being supported by Cabinet by Congress party.