The raid was part of a broader operation involving about 100 agents who descended on offices in the cities of Sao Paulo, Piaui and Maranho armed with arrest warrants and orders to seize documents and accounting records.
"We can confirm that in the offices LFT Marketing Esportivo a search and seizure was carried out by federal police in Sao Paulo, but no arrests were made," a police official told AFP.
The company belongs to Luis Claudio Lula da Silva, son of the former Brazilian president from 2003 to 2010.
That scandal involves bribes and high-level political payoffs paid by outside contractors who benefitted by winning inflated Petrobras contracts.
Lula himself has been summoned to make a statement in the Petrobras case, which is estimated to have resulted in a two billion dollar loss for the oil company over a decade.
Monday's raid was aimed at a different scheme by companies to evade tax-related fines that reportedly cost the treasury USD 5.9 billion.
Those involved in the scheme were also alleged to have negotiated tax breaks for companies in the auto industry, the police said.
