Police have made the first arrest in connection with an alleged ₹11 crore cyber fraud linked to gold jewellery purchases in Gorakhpur, taking into custody Dheeraj Singh, a resident of Gopalganj district in Bihar. Investigators allege Singh used proceeds of cyber fraud to purchase gold ornaments through his son, and police continue efforts to trace that son, identified as Hitesh Kumar Singh.
The case first surfaced when the manager of a jewellery showroom in Asuran, Gorakhpur, lodged a complaint stating that Hitesh Kumar Singh had purchased gold jewellery worth approximately ₹49.92 lakh across multiple transactions between June 4 and June 11, with payments made online through different firms and bank accounts. What turned a routine high-value sale into a criminal investigation was a subsequent alert from the bank itself, informing the jewellery store that the accounts used for these transactions were linked to proceeds of cyber fraud. The accounts were immediately frozen, and an FIR was registered at Shahpur Police Station on June 23.
From a Single Showroom to an Estimated ₹11 Crore Trail
What began as a single showroom’s ₹49.92 lakh transaction quickly expanded into a far larger investigation. Police allege that cybercriminals across the country routed defrauded money through mule bank accounts before using the funds to purchase gold jewellery from multiple showrooms across Gorakhpur, with investigators now estimating that gold worth nearly ₹11 crore was acquired using proceeds of cyber fraud through this method.
The investigation further revealed that Dheeraj Singh allegedly played an active, hands-on role in the scheme, with police claiming he guided his son through video calls while the jewellery purchases were actually being made inside the showroom, a detail suggesting a coordinated family operation rather than a single individual acting alone. Based on digital evidence gathered during the probe, police arrested Dheeraj Singh, while efforts to locate and apprehend Hitesh Kumar Singh, who allegedly made the actual purchases in person, remain ongoing. Investigators noted that the Mumbai Police Cyber Cell had visited Gorakhpur roughly ten days earlier as part of the wider investigation into this fraud network, with searches also conducted in Bihar’s Gopalganj and Siwan districts and several suspects questioned during that operation, indicating the case connects to a cyber fraud network extending well beyond Uttar Pradesh’s borders.
Why Gold Has Become a Preferred Laundering Vehicle
The mechanics allegedly used in this case reflect a laundering method that investigators say is becoming increasingly common. According to reporting on the same case, the accused allegedly avoided using fraud proceeds directly, instead first routing the money through a series of bank accounts suspected to have functioned as mule accounts. Once layered through these accounts, the funds were reportedly transferred to jewellers as advance payments for high-value gold purchases. Because the payments arrived through formal banking channels and reflected in the jewellers’ accounts without delay, the transactions initially appeared entirely legitimate, allowing large quantities of jewellery to be purchased without immediately attracting suspicion from merchants or financial institutions.
This pattern exploits a structural advantage that gold offers over cash or digital currency: once converted into physical jewellery, laundered money becomes an asset that is portable, retains value, and carries none of the transaction trail that continued digital movement would generate. Renowned cybercrime expert and former IPS officer Prof. Triveni Singh, commenting on the case, said cybercriminal groups are increasingly combining digital fraud with sophisticated financial laundering mechanisms, precisely the kind of layered, multi-jurisdictional operation the Gorakhpur investigation appears to be uncovering.
Part of a Much Larger Mule Account Ecosystem
The Gorakhpur case sits within a mule account crisis of considerable national scale. According to the Indian Cyber Crime Coordination Centre, more than 24.7 lakh Layer-1 mule accounts had been flagged as of early 2026, while the Central Bureau of Investigation separately identified nearly 8.5 lakh mule accounts opened in 2025 alone across 700 bank branches nationwide. Maharashtra, Uttar Pradesh and Rajasthan feature among the top ten states where mule accounts are most frequently exploited to divert and launder illicit funds, according to Union Ministry of Home Affairs data, with Bihar also identified as a major centre for such activity, a detail that aligns closely with the Bihar addresses of both accused in the Gorakhpur case.
The recruitment pipeline feeding this ecosystem typically targets financially vulnerable individuals, according to RBI findings, who are approached through social media, messaging platforms, or fake job advertisements offering easy commissions in exchange for allowing their bank accounts to be used to receive and forward money, often without fully understanding the criminal liability they are exposing themselves to. Whether Hitesh Kumar Singh, once traced, is found to have acted as a knowing participant or a recruited intermediary within this larger network will likely shape how the investigation’s next phase unfolds. For now, investigators are focused on examining financial records, digital transactions, communication logs, and showroom purchase data to trace the full movement of the fraud proceeds and identify every individual connected to what appears to be a substantial, multi-state laundering operation hiding in plain sight behind ordinary gold purchases.
