"There will be no discrimination. Prime Minister Narendra Modi has asked me not to compromise while acting against corruption," he said.
"We (BJP government in Assam) had started acting against corruption from the first day. No one will be spared if there is evidence. Even the CM will have to go behind bars if there is enough evidence," Mr Sonowal said.
His government has recognised the loopholes and weaknesses in the system and has tried to fix it, he said.
Asked whether he is comfortable in working with Himanta Biswa Sarma, who joined the BJP in 2015 and is a minister in the state cabinet and is allegedly involved in the Louis Berger bribery scam, he said "We don't take action out of prejudice. It's impartial. If there is proof against someone, that person will be brought to book."
The US company had allegedly adopted illegal means for obtaining three water supply projects in Goa and Guwahati.
Mr Sonowal lauded the prime minister for focusing on the north east and said Narendra Modi is the first prime minister to consider all available resources in the region.
Get the latest election news, live updates and election schedule for Lok Sabha Elections 2019 on ndtv.com/elections. Like us on Facebook or follow us on Twitter and Instagram for updates from each of the 543 parliamentary seats for the 2019 Indian general elections. Election results will be out on May 23.