Warning: session_start(): open(/opt/alt/php72/var/lib/php/session/sess_eaa5503837b958f94cdf666e42641c1f, O_RDWR) failed: Disk quota exceeded (122) in /home/shweuqjw/awajludhianaki.org/wp-content/plugins/jnews-social-login/class.jnews-social-login.php on line 83

Warning: session_start(): Failed to read session data: files (path: /opt/alt/php72/var/lib/php/session) in /home/shweuqjw/awajludhianaki.org/wp-content/plugins/jnews-social-login/class.jnews-social-login.php on line 83
More than meets the eye: How fragmented data creates credit models for nano entrepreneurs - Awaj Ludhiana Ki
Thursday, May 15, 2025
  • Home
  • National
  • International
  • Movies
  • Technology
  • Business
  • Fitness
  • Lifestyle
  • Punjab
  • Contact us
No Result
View All Result
No Result
View All Result
Home Business

More than meets the eye: How fragmented data creates credit models for nano entrepreneurs

by author
June 15, 2022
in Business
0
More than meets the eye: How fragmented data creates credit models for nano entrepreneurs
0
SHARES
55
VIEWS
Share on FacebookShare on Twitter


By Pravash Dash  

Credit and Finance for MSMEs: The success of any economy depends on the success of its small businesses. These businesses are closely entwined with local economies. As small businesses grow, they become the major generators of employment, local development, and general economic expansion.  

India is home to 10 million such small businesses, or nano entrepreneurs — as much as the population of Sweden. If each of these businesses could grow, then the cumulative impact on local communities would be tremendous. But to achieve this growth, nano entrepreneurs need timely access to credit, and this is where the ecosystem is failing. Today only 10 per cent of India’s small business owners have access to formal financing. 

However, there is a way to bring 100 per cent of these businesses into the fold of formal finance, and the work already is underway. Since the Covid-19 pandemic began, most of the country’s nano entrepreneurs have opened bank accounts and more than 75 per cent have smartphones, enabling them to engage in digital transactions. In urban areas, more than 50 per cent of nano entrepreneurs have made at least one digital payment or received a relief payment digitally. All of these activities have resulted in nano entrepreneurs leaving behind data trails, albeit in a fragmented form, which could be stitched together to build alternative credit scores that would qualify these businesses for loans. 

How neo-lending fills in the gaps 

Nano entrepreneurs are excluded from the financial system because they lack the traditional data required by lenders to get loans. Most nano entrepreneurs do not have documented proof of income because they conduct the bulk of their business in cash, lack a credit history, and operate in the informal economy, placing them in a dark area for traditional lenders. The few nano entrepreneurs who are able to access credit receive templatized loans that do not meet their unique business needs.  

A neo-lending approach solves these problems by considering alternate ways to build a credit score and customizing financial tools. Nano entrepreneurs might not have traditional financial data, but they produce multiple data trails. With the help of the Jan Dhan-Aadhaar-Mobile (JAM) trinity and India Stack, more nano entrepreneurs are coming into the digital fold. Most have bank accounts and are beginning to use digital payments, which creates data that new-age lenders will look at to determine credit scores.  

Subscribe to Financial Express SME newsletter now: Your weekly dose of news, views, and updates from the world of micro, small, and medium enterprises 

Layered on top of it is the data that exists in a nano entrepreneur’s ecosystem. These could come from the nano entrepreneur’s interactions with local microfinance institutions, cooperative banks, self-help groups, or nonprofit organizations. The valuable data gathered by these institutions help to fill the gaps in nano entrepreneurs’ digital data trails. When these data points are brought into a common platform, new-age companies can use artificial intelligence (AI) and machine learning (ML) to access and leverage this data to create alternate credit models. 

Lending enables nano growth  

Building alternate credit models and disseminating credit is just the first step in the neo-lending journey. With the help of data and AI/ML models, we can enable the growth of nano enterprises by offering customized solutions.  

One major example of this is purpose-based lending. By looking at the ecosystem data gathered by grassroot organizations, new-age lenders also gain insight into nano entrepreneurs’ business cycles, which helps them create credit products suitable to their business needs. For instance, a kirana store that has a turnover of $2,600 (Rs 2 lakh) a month with average inventory cycle of 15 days would not require a loan for six to 12 months. Instead, the owner would need a loan of about $200 (Rs 15,000) to purchase a few boxes of biscuits immediately and for 15 days only.  

Purpose-based lending models can meet these kinds of needs to ensure nano entrepreneurs maintain liquidity through credit and can continue supplying goods and services to their communities. Another way of doing this is to inject the credit amount into the supply chain itself. This helps the nano entrepreneur focus their credit amount in areas with the largest impact, enabling them to grow faster. 

More opportunity ahead 

There is no dearth of data when it comes to nano entrepreneur financing. By building alternate credit scores using data trails, we can enable India’s 10 million nano entrepreneurs to drive growth in their communities and local economies. As more data is collected from this segment and credit scoring models strengthen, nano entrepreneurs are gaining new access to credit to expand their businesses.

Pravash Dash is MD & CEO of Arthan Finance. Views expressed are the author’s own. 





Source link

Related posts

EXCLUSIVE – Crypto giant Binance controlled ‘independent’ US affiliate’s bank accounts

EXCLUSIVE – Crypto giant Binance controlled ‘independent’ US affiliate’s bank accounts

June 5, 2023
Why investing just to save tax may be bad for you

Why investing just to save tax may be bad for you

June 5, 2023
Previous Post

Global Markets: Emergency ECB statement steadies European markets before Fed meeting

Next Post

Cotton prices will continue to stress yarn spinners’ working capital, liquidity: India Ratings

Related Posts

EXCLUSIVE – Crypto giant Binance controlled ‘independent’ US affiliate’s bank accounts
Business

EXCLUSIVE – Crypto giant Binance controlled ‘independent’ US affiliate’s bank accounts

June 5, 2023
Why investing just to save tax may be bad for you
Business

Why investing just to save tax may be bad for you

June 5, 2023
Share Market outlook today: Nifty, Bank Nifty may to gain on positive global cues; check support, resistance
Business

Share Market outlook today: Nifty, Bank Nifty may to gain on positive global cues; check support, resistance

June 5, 2023
Startup group of G20 calls for $1-trillion commitment
Business

Startup group of G20 calls for $1-trillion commitment

June 5, 2023
DHARAKSHA: Converting rice straw stubble to sustainable packaging material
Business

DHARAKSHA: Converting rice straw stubble to sustainable packaging material

June 4, 2023
Amrita Hospital, Kochi opens two new research centres; announces Rs 65 Crore for charitable care
Business

Amrita Hospital, Kochi opens two new research centres; announces Rs 65 Crore for charitable care

June 4, 2023
Next Post
Cotton prices will continue to stress yarn spinners’ working capital, liquidity: India Ratings

Cotton prices will continue to stress yarn spinners’ working capital, liquidity: India Ratings

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

RECOMMENDED NEWS

Yelp puts trust and safety in the spotlight – TechCrunch

Yelp puts trust and safety in the spotlight – TechCrunch

4 years ago
Security data lakes, China vs. Starlink, ExtraHop’s $900M exit – TechCrunch

Security data lakes, China vs. Starlink, ExtraHop’s $900M exit – TechCrunch

4 years ago
Noida twin-tower demolition: Up to 4,000 kg of explosives and just 9 seconds, here’s how Supertech’s buildings will be razed | Noida News

Noida twin-tower demolition: Up to 4,000 kg of explosives and just 9 seconds, here’s how Supertech’s buildings will be razed | Noida News

3 years ago
Do you need to invest only the gain amount or entire sale value of house property to save tax?

Do you need to invest only the gain amount or entire sale value of house property to save tax?

4 years ago

BROWSE BY CATEGORIES

  • Animals
  • Architecture
  • Automobiles
  • Business
  • Culture
  • Fitness
  • International
  • Lifestyle
  • Movies
  • National
  • Sports
  • Technology
  • Travel

BROWSE BY TOPICS

Architecture culture Fitness indian architecture indian culture indian culture and heritage indian news lifestyle national news Technology technology news Travel travelling

About Us

Awaj Ludhiana Ki

Address

2667/3, Kishore Nagar, Tajpur & Jail Road, Ludhiana – 141008

Recent News

  • ‘It Was Very Important For Us To Rally Around Flag’: Shashi Tharoor Clarifies His Stance On Op Sindoor | India News
  • ‘Police Tried To Stop Me’: Rahul Terms Nitish Govt ‘Dhokebaaz Sarkaar’ During Bihar Visit | India News
  • Kriti Sanon stars in Pedigree’s wet food campaign for dogs : Bollywood News
  • India Questions Safety Of Pakistani Nukes As IAEA Rejects Radiation Leak Claims | India News
  • AICWA, FWICE boycott Turkey over anti-India stance amid conflict with Pakistan after Pahalgam terror attack : Bollywood News

Category

  • Animals
  • Architecture
  • Automobiles
  • Business
  • Culture
  • Fitness
  • International
  • Lifestyle
  • Movies
  • National
  • Sports
  • Technology
  • Travel

Search

No Result
View All Result

Email

contact@awajludhianaki.org

  • About
  • Advertise
  • Careers

Copyright © 2019 Awaj Ludhiana Ki or it's affiliates | Website by Awaj Ludhiana Ki Team

No Result
View All Result
  • Home
  • Contact us
  • Animals
  • Architecture
  • Automobiles
  • Business
  • Culture
  • Fashion
  • Fitness
  • Food
  • International
  • Lifestyle
  • Movies
  • National
  • Sports
  • Technology
  • Travel
  • Punjab

Copyright © 2019 Awaj Ludhiana Ki or it's affiliates | Website by Awaj Ludhiana Ki Team

Login to your account below

Forgotten Password?

Fill the forms bellow to register

All fields are required. Log In

Retrieve your password

Please enter your username or email address to reset your password.

Log In