The Reserve Bank of India Innovation Hub (RBIH), a wholly-owned subsidiary of the Reserve Bank of India (RBI), has developed and showcased its artificial intelligence and machine learning (AI/ML) model, MuleHunter AI. The model is designed to assist banks and financial institutions in detecting mule accounts, which are frequently linked to money laundering and other financial crimes. MuleHunter AI was introduced at the Global Fintech Fest held in August and is seen as a critical step in combating rising fraud concerns in India’s financial ecosystem.
A source from the banking industry confirmed that the MuleHunter AI model has already been deployed in one of India’s major public sector banks, with plans for wider deployment across other institutions. Mule accounts, which are created by one individual but operated by another, are often exploited for illicit activities such as money laundering and tax evasion, making them a serious violation under multiple regulatory frameworks, including the Prevention of Money Laundering Act (PMLA) and rules set by the Securities and Exchange Board of India (SEBI) and the RBI.
Mule accounts pose a growing threat amid India’s surge in digital transactions, which have increased the ecosystem’s vulnerability to financial crime. Traditional rule-based systems often fall short of effectively detecting these fraudulent accounts, but MuleHunter AI, leveraging cutting-edge AI/ML technologies, is expected to significantly enhance detection capabilities.
The RBI and SEBI have consistently urged banks to intensify their efforts against mule accounts. In July, RBI Governor Shaktikanta Das held discussions with the MDs and CEOs of several public and private sector banks, urging them to strengthen measures against digital fraud. In addition to deploying advanced technologies like MuleHunter AI, the RBI has also called for heightened customer awareness and educational initiatives to prevent fraud at its root.
With MuleHunter AI now in action, India’s financial sector is expected to take a significant leap in safeguarding digital transactions and curbing illegal activities linked to mule accounts.
