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How Is Alternative Data Helping Expand the Scope for MSME Lending

How Is Alternative Data Helping Expand the Scope for MSME Lending

Fintech
Author
Rahi Bhattacharjee
Rahi Bhattacharjee

Expert
Rahi Bhattacharjee
Rahi Bhattacharjee

October 29, 2024

Table Of Contents

In developing nations, medium and small businesses are crucial to a well-functioning social and economic structure. Millions get their daily bread and butter from these types of employment. Unfortunately, the margins of wealth for MSMEs compared to large-scale businesses have always been difficult. With better access to financial resources, SMEs can invest in new technologies, expand their product lines, and enter new markets. Moreover, financially healthy SMEs are better equipped to handle economic downturns or unexpected expenses. A healthy financial cushion allows them to weather storms without compromising their core operations or workforce. 

However, accessing financial resources like credit has always been a challenge for MSMEs. Here’s why: 

Why do MSMEs continue to be invisible for credit access? 

Lack of formal financial histories 

Many MSMEs, especially smaller ones, lack detailed balance sheets, income statements, or formal credit histories, making it difficult for banks to assess their creditworthiness. Imagine your neighborhood small grocery store or the “kirana stores” in India. Not only are the majority of their transactions in cash, but keeping a record of every minute transaction is not feasible. 

High default risk perception 

MSMEs are often seen as high-risk borrowers due to their vulnerability to market fluctuations, lack of collateral, and inconsistent cash flows.

Cash flow gaps 

MSMEs typically operate with irregular cash flow cycles, leading to periods where they might struggle to make payments, which makes traditional lenders hesitant to offer loans. 

Gender barriers 

Women-owned MSMEs often face additional challenges, including gender biases in lending decisions and limited access to financial networks. Closing the gender gap in MSME lending could unleash significant economic potential, with women-owned businesses accounting for over 20% of all MSMEs in emerging markets. Tailoring financial products for women entrepreneurs could bridge this gap and lead to substantial economic growth.  

Related read: Unlocking financial access for underprivileged communities through alternative data 

Addressable market

  • MSME Contribution: MSMEs contribute about 30% of India's GDP and employ 111 million people. Globally, MSMEs account for 90% of businesses and 50% of employment in developing economies.
  • Potential Credit Market: In India, the estimated credit gap for MSMEs is ₹25 trillion ($300 billion USD) in 2024, while globally, this gap reaches over $5 trillion USD.

Opportunity missed

  • Economic Loss: Without adequate credit, MSMEs are unable to grow, innovate, or scale, leading to a 3% GDP growth loss annually in countries like India. In 2024, this results in a missed opportunity of ₹12 trillion ($144 billion USD) in economic output.

Many governments are implementing policies and initiatives to support MSMEs, such as India’s Emergency Credit Line Guarantee Scheme (ECLGS). 

These programs aim to reduce risk for lenders, making it easier for MSMEs to access credit. You also have other important measures taken by the Indian government like the Credit Guarantee Fund Trust for Micro and Small Enterprises (CGTMSE), Pradhan Mantri MUDRA Yojana (PMMY), Prime Minister's Employment Generation Programme (PMEGP), Interest Subsidy Eligibility Certificate (ISEC) or Credit Linked Capital Subsidy for Technology Upgradation (CLCS-TU)! 

However, the challenge remains that many MSMEs are unaware of or unable to access these resources. 

How Bureau’s Alternative Data Suite can help bridge the gap

Fintech platforms and digital lending solutions can take support from identity decisioning platforms like Bureau to democratize access to credit for MSMEs by upgrading their existing credit risk models using alternative data.

For example, here are the unique inputs that Bureau analyzes to gauge the creditworthiness of a small business: 

Supplier Payment Data

Bureau’s suite can analyze transaction records between MSMEs and their suppliers, offering a clearer view of the company’s financial health and reliability, even in the absence of formal financial statements.

Digital Invoicing Data

Alternative data from e-invoices, online sales platforms, and digital payment gateways can be used to track cash flows and build credit profiles for MSMEs, making them more attractive to lenders.

Real-Time Financial Monitoring

By providing real-time insights into MSME financial behavior (e.g., frequency of supplier payments, employee salaries), Bureau’s suite can help lenders mitigate the perceived risk of default and offer customized lending solutions based on dynamic financial data.

Unsecured loans but safely

Traditional lending often requires collateral, which many MSMEs, especially smaller or newer businesses, cannot provide. Collateral-free lending models, such as unsecured business loans, are emerging as viable solutions. Lenders can assess risk based on cash flow, digital payment records, or supplier payment histories rather than relying on physical assets, making credit more accessible to a broader range of MSMEs

Fintech firms can offer tailored lending solutions faster than traditional banks by leveraging alternative data, machine learning algorithms, and digital payment histories. These platforms reduce bureaucratic hurdles and can be particularly effective for MSMEs operating without formal financial histories.  

Schedule a free consultation with us to know more. 

Bureau Alternative Data Suite

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