Anil Gupta said he came to know about the fraud yesterday when he saw his account statement showing withdrawal of Rs 27.50 lakh.
He alleged the money was withdrawn using his fake signature and fake stamp of his firm on February 13.
The bank representative V P Bhandari acknowledged that fraudulent transaction had taken place and said only thorough probe could reveal who was behind it.