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CBI Uncovers Rs 657-Crore Bank Scam Involving Fake Gold Transactions and Shell Companies

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CBI Uncovers Rs 657-Crore Bank Scam Involving Fake Gold Transactions and Shell Companies

Analysed 9 Jul 2026·2 sources analysed·Chandigarh, India·Crime
CBI Uncovers Rs 657-Crore Bank Scam Involving Fake Gold Transactions and Shell CompaniesPreviousNext

The CBI investigation into a Rs 657-crore bank scam revealed that government funds were siphoned through collusion between officials of IDFC First Bank, AU Small Finance Bank, and Haryana government officers. Over Rs 329 crore was routed via shell companies to Sawan Jewellers in Chandigarh, where it was converted into cash through fake gold transactions. The mastermind, former IDFC branch manager Ribhav Rishi, allegedly coordinated the scheme, with proceeds redistributed among conspirators. The scam involved multiple shell entities and fraudulent invoicing to mask the transactions.

TBN's observations

First-hand measurement across 2 sources

We measured how 2 outlets covered this story. Coverage leans left-leaning overall (Left 70%, Centre 25%, Right 5%). Overall sentiment is negative (25/100). Lens Score 97/100 — critical public interest.

Outlets analysed (first-hand measurement by TBN's Bias Engine):

  • thetribune— left-leaning framing, negative sentiment
  • thetribune— left-leaning framing, negative sentiment
Political Bias
70%25%5%
Sentiment
25%
AI analysis of 2 sources · Published under editorial oversight by The Balanced News
Analysed 9 Jul 2026· How this analysis is produced· Editorial standards· Corrections

AI Analysis

Political bias across 2 sources
● Left 70%● Center 25%● Right 5%

The articles primarily present the investigation details without overt political framing. They include perspectives from law enforcement and implicated officials, focusing on procedural facts. The coverage reflects a law-and-order viewpoint, emphasizing institutional accountability without partisan commentary or political analysis.

Sentiment — Negative (25/100)

The tone across the articles is factual and investigative, highlighting the scale and complexity of the scam. While the content is negative due to the criminal nature of the case, it remains neutral in language, avoiding sensationalism. The sentiment is consistent with reporting on financial fraud, focusing on disclosure rather than emotional reaction.

How 2 sources covered this story

Each source's own headline, political lean, and sentiment — so you can see framing differences at a glance.

Reviewed byDushyant Deshmukh· Investigative Writer· Edited byOjas Kale
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SourceTheir headlineBiasSentiment
thetribuneIDFC-AU Small Bank scam: Rs 329 crore converted into cash through gold transactions, says CBI - The TribuneLeftNegative
thetribuneRs 657-crore bank scam: Rs 329 cr used to buy gold, properties worth Rs 55 cr bought - The TribuneLeftNegative

Coverage timeline

thetribune broke this story on 9 Jul, 03:17 pm. Other outlets followed.

  1. 1
    thetribune9 Jul, 03:17 pm
    Rs 657-crore bank scam: Rs 329 cr used to buy gold, properties worth Rs 55 cr bought - The Tribune
  2. 2
    thetribune9 Jul, 08:11 pm
    IDFC-AU Small Bank scam: Rs 329 crore converted into cash through gold transactions, says CBI - The Tribune

Lens Score breakdown

97/100
Public interest95/100
Coverage gap100%

Critical story with high public interest and significant coverage gap — major outlets are underreporting this.

Accountability flags

TBN's analysis identified the following accountability dimensions in this story.

  • financial irregularity

    This story involves alleged financial misconduct — unexplained transactions, procurement irregularities, or misuse of public/shareholder funds.

  • abuse of power

    This story involves alleged misuse of official authority or institutional position to achieve personal or political ends.

Who's involved

Institutions and figures named across source coverage.

Government
Chandigarh AdministrationHaryana GovernmentHaryana IAS OfficersHaryana Government Departments
Corporate
Maa Vaibhav Laxmi InteriorSawan JewellersCapco Fintech ServicesVistamed SolutionsHotel LandmarkRS TradersAU Small Finance BankSRR Planning GurusIDFC First BankSwastik Desh Projects
Enforcement
CBI
Judiciary
CBI Court

Story context

Category
Crime
Location
Chandigarh, India
Sources analysed
2
Last analysed
9 Jul 2026
Key entities
RishiCentral Bureau of InvestigationMerchantCroreIndian rupeeGoldChandigarhIDFC First BankAU Small Finance BankFintechGovernment of HaryanaIndian Administrative Service