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Feb 11, 2026 .

GST Compliance Gaps in Bihar Self-Employment Schemes

GST rate rationalisation Bihar

CA Vishal Agarwal

CA Vishal Agarwal is a highly skilled and dedicated Chartered Accountant with extensive expertise in Goods and Services Tax (GST). With years of experience in the field, he has established himself as a trusted advisor to businesses and individuals across multiple locations in Bihar. His deep understanding of GST regulations, compliance, and advisory services has helped numerous clients navigate the complexities of taxation with ease and confidence.

The Government of India’s Goods and Services Tax (GST) regime, introduced in 2017, radically transformed indirect taxation by integrating multiple levies into a unified system. While GST simplified compliance, it also created new avenues for fraud, particularly in subsidy-driven self-employment schemes. Bihar, with its proactive focus on livelihood programs, has recently faced a significant challenge: fraudulent claims in GST refunds linked to self-employment initiatives. This article explores the nature of these frauds, the detection mechanisms employed, compliance failures that enabled them, and the lessons that can guide better administration in the future.
 

The Context: Self-Employment Schemes in Bihar

Bihar has historically had limited formal employment opportunities, prompting the government to intervene and nurture entrepreneurship among the youth and marginalized communities. Self-employment schemes, often run with financial and tax incentives, intend to encourage business formation in sectors such as retail trade, artisanal services, and micro-manufacturing. These schemes frequently interact with the GST framework because beneficiaries are required to be registered taxpayers and may be eligible for input tax credits or refunds based on their business activity.
However, the blend of incentives and the technical complexity of GST has occasionally led to schemes being exploited by unscrupulous actors. By manipulating invoice data, mis-declaring supplies, or generating fraudulent tax credits, some beneficiaries have attempted to extract undue financial benefit from the exchequer.
 

Understanding the Fraud Vector

At its core, the fraud in Bihar’s self-employment schemes centers around fraudulent GST claims — typically inflated or entirely fake input tax credit (ITC) claims or refund applications without legitimate underlying transactions. Common techniques identified in recent investigations include:
  1. Bogus Invoicing: Traders or service providers issue fake invoices for non-existent supplies to the self-employment beneficiaries. These invoices are used to claim credits against GST liabilities.

  2. Round-Tripping of Credits: Beneficiaries report inflated outward supplies and use corresponding fake inward supplies to show zero net tax liability, then claim refunds.

  3. Shell Entities: Creation of dormant firms or shell companies with no real business operations, used purely as GST credit conduits.

  4. Misclassification of Goods/Services: Reporting transactions under incorrect HSN/SAC codes to attract higher credits or refunds.

These frauds are not isolated to Bihar, but the state’s high volume of self-employment registrations and relative administrative capacity constraints have made the issue more visible locally.
 

Detection Mechanisms: How Fraud Came to Light

The detection of such malpractices relied on a combination of data analytics, manual audits, and cross-agency intelligence.
 

1. Data Analytics Platforms

The GST Network (GSTN) manages a massive repository of tax returns and detailed invoice information. Advanced analytics, including pattern recognition and anomaly detection algorithms, flagged irregularities such as:
  • Clusters of matching invoice series between unrelated parties.
  • Abnormal credit accumulation without corresponding outward supply evidence.
  • Sudden spikes in refund claims from a cohort of new taxpayers.
These patterns prompted targeted scrutiny of specific beneficiaries and their linked suppliers.
 

2. Third-Party Verification and Field Inspections

Once suspicious patterns emerged, investigators — often from the Central Board of Indirect Taxes and Customs (CBIC), Bihar VAT & GST department, or joint task forces — deployed field teams to verify actual operations:
  • Physically inspecting business premises.
  • Matching declared stock with physical inventory.
  • Interviewing purported suppliers and customers.
Where businesses could not substantiate their claimed activities, their returns and refund applications were rejected and further action was initiated.
 

3. Inter-Agency Intelligence Sharing

Tax authorities shared information with banks, company registries, and enforcement agencies. Mismatches between PAN-linked banking data, rent agreements, and GST filings frequently revealed the absence of genuine economic activity. For example, a shop address used for GST registration with no corresponding electricity or rental payments raised red flags.
 

Compliance Failures and System Gaps

Several compliance weaknesses enabled GST fraud in the context of self-employment schemes:
 

1. Inadequate Know-Your-Business Verification: Many self-employment beneficiaries were onboarded into the GST system with minimal physical verification. Lack of robust pre-registration checks — such as proof of business activity, premises verification, or economic viability assessments — made it easier for fake entities to enter the formal tax ecosystem.

2. Overreliance on Self-Reporting: GST compliance fundamentally relies on self-reporting of transactions. Without regular third-party confirmation of supplies and purchases, fraudulent reporting becomes easier. The absence of real-time reconciliation of e-invoicing across buyers and sellers further complicated matters.

3. Limited Capacity at the Local Office Level: Tax officials at district or block offices often lack resources, training, or technological support to detect sophisticated fraud patterns. Their focus, traditionally, has been on processing returns rather than proactive fraud detection.

4. Insufficient Awareness Among Genuine Beneficiaries: Not all fraud was perpetrated by intentional defaulters. A share of irregular filings occurred because genuine self-employment beneficiaries misunderstood GST provisions, leading to misclassification, double claims, or inaccurate credits — which then triggered compliance action.

Lessons Learned and Policy Implications

The experience in Bihar yields valuable lessons for policymakers, tax administrators, and entrepreneurs:
​

1. Robust Onboarding and Verification

Before granting GST registration to self-employment scheme beneficiaries, authorities should implement rigorous verification processes. These might include:

  • Mandatory physical verification of business premises.
  • Submission of business plans or vendor contracts.
  • Cross-checking bank accounts and PAN history.
Such measures would deter ghost registrations.
​

2. Strengthened E-Invoicing and Data Reconciliation

Mandating e-invoicing for a broader set of small taxpayers and real-time matching of buyer-seller invoices would plug a major loophole exploited in phantom credit claims. Technology-driven reconciliations can reduce reliance on post-fact audit.
 

3. Capacity Building and Training

Equipping local tax offices with analytical tools and fraud detection training can decentralize compliance enforcement. Workshops, simulation exercises, and access to national-level data analytics dashboards would empower officials to act early.
 

4. Clear Communication and Support for Genuine Businesses

To prevent unintentional non-compliance, authorities must invest in outreach and education. Simplified guides, localized vernacular content on GST provisions relevant to micro-entrepreneurs, and help desks can reduce errors and increase voluntary compliance.
 

5. Periodic Reviews of Scheme Design

Tax incentives tied to self-employment schemes should be periodically reviewed for abuse potential. Incorporating compliance milestones and performance audits into scheme disbursements ensures both subsidy effectiveness and accountability.
 

Conclusion

GST fraud associated with self-employment schemes in Bihar highlights how well-intentioned policy goals can be undermined by weak compliance and exploitation of systemic gaps. The fraud detected, from bogus invoicing to shell entities, offers a cautionary tale not only for Bihar but for all regions deploying tax-linked livelihood programs.
The key takeaway is clear: effective taxation in support of entrepreneurship requires more than good policy intent — it demands resilient compliance frameworks built on verification, data integration, capacity, and continuous refinement. By learning from these episodes, Bihar can strengthen both its tax system and its promise of sustainable self-employment for its citizens.

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