The investigation follows disclosures made by N.M. Raju, who claims he provided approximately ₹2 crore to Pathanamthitta MP Anto Antony in multiple installments for election campaign expenses in 2019. According to Raju, the transactions were based on personal relationships and lacked formal documentation.