They were all office-bearers of the leather effluent treatment company, the agency said.
"Crime Branch CID has arrested Amirthakatesan, Managing Director, Jayachandran and Subramaniyan, both directors of the company," it said in a release here.
Last week, 10 labourers, including nine from West Bengal, drowned in toxic sludge when the tank storing it collapsed.