• Cygnet IRP
  • Glib.ai
  • IFSCA
Cygnet.One
  • About
  • Services
  • Products
  • Solutions
  • Partners
  • Resources
Generic selectors
Exact matches only
Search in title
Search in content
Post Type Selectors
Get Started
About
  • Overview

    A promise of limitless possibilities

  • We are Cygnet

    Together, we cultivate an environment of collaboration

  • In the News

    Catch up on the latest news and updates from Cygnet

  • CSR

    Impacting Communities, Enriching Lives

  • Careers

    Join Our Dynamic Team: Careers at Cygnet

  • Contact Us

    Connect with our teams across the globe

What’s new

chatgpt

ChatGPT: Raising the Standards of Conversational AI in Finance and Healthcare Space

Full Story

Services
  • Digital Engineering
    • Technical Due Diligence
    • Product Engineering
    • Application Modernization
    • Enterprise Integration
    • Hyperautomation
  • Quality Engineering
    • Test Consulting & Maturity Assessment
    • Business Assurance Testing
    • Enterprise Application & Software Testing
    • Data Transformation Testing
  • Cloud Engineering
    • Cloud Strategy and Design
    • Cloud Migration and Modernization
    • Cloud Native Development
    • Cloud Operations and Optimization
    • Cloud for AI First
  • Data Analytics & AI
    • Data Engineering and Management
    • Data Migration and Modernization
    • Insights Driven Business Transformation
    • Business Analytics and Embedded AI
  • Managed IT Services
    • IT Strategy and Consulting
    • Application Managed Services
    • Infrastructure Managed Services
    • Cybersecurity
    • Governance, Risk Management & Compliance
Products
  • Exclusively Available For Americas
  • Cygnet Finalyze
    • Bank Statement Analysis
    • Financial Statement Analysis
  • Cygnature

    Cloud-based digital & electronic signing solution

  • TestingWhiz

    Low code no code test automation tool

  • AutomationWhiz

    Automate business processes with RPA bots

  • Global Products
  • Cygnet Tax

    Transform tax processes to ensure compliance

  • Cygnet Vendor Postbox

    Automate end-to-end vendor management

  • Cygnet BridgeFlow

    Onboarding journey for seamless experience

  • Cygnet Bills

    Cloud based billing solution to generate bills, e-Invoices and e-Way bills

  • Cygnet IRP

    Approved Invoice Registration Portal by GSTN

  • Global Products
  • Cygnet BridgeCash

    One-stop solution for customer sourcing to loan disbursement

  • Litigation Management

    AI-enabled Litigation management solution

  • Managed Services

    Transform Compliance into Value

Solutions
  • Source to Pay
    • Accounts Payable
  • Intelligent Document Processing
  • GL Reconciliation
  • SAP Testing
  • BOTS
    • Bill of Entry / Shipping Bills Automation
    • Payment Reconciliation

What’s new

Innovative Engineering

AI-Powered Hyperautomation: Transforming Banking and Insurance Industry

Full Story

Innovative Engineering

Elevate Efficiency, Ensure Excellence: Optimize SAP with Testing Prowess

Full Story

Partners
Resources
  • Blogs
  • Case Studies
  • eBooks
  • Events
  • Webinars

Blogs

Streamlining Finance by Leveraging AI for Bank Statement Analysis

Streamlining Finance by Leveraging AI for Bank Statement Analysis

View All

Case Studies

Accelerated Process Transformation with SAP Implementation

Accelerated Process Transformation with SAP Implementation

View All

eBooks

Build Smart Workflow with Intelligent Automation and Analytics

Build Smart Workflow with Intelligent Automation and Analytics

View All

Events

Cygnet.One at the Tax Technology Conference 2024

Cygnet.One at the Tax Technology Conference 2024

View All

Webinars

Cygnet Invoice Management System Module Webinar Series

Cygnet Invoice Management System Module Webinar Series

View All
Cygnet IRP
Glib.ai
IFSCA

Leveraging GST data for credit underwriting

  • April 25, 2022
  • 4 minutes read
Share
Subscribe

The advent of Goods and Services Tax (GST) in 2017 brought along several concerns with regards to transitioning to the new tax regime. Till date, the success of this indirect tax reform is highly debated but it has undoubtedly ushered us towards the digital era of automation and analytics by paving way towards generation of enormous financial data for every organization. While this GST data serves multiple purposes, it has given a huge opportunity to every finance company with respect to assessing the creditworthiness of any entity and making data-driven decisions.

Manual v/s Automated application process

A manual loan application involves a plethora of documents ranging from financial statements to tax returns, banks statements, collaterals etc. in order to determine the financial position and creditworthiness of an entity/ person. Due to the amount of data that is needed to be studied and evaluated, the processing time for manual loans is too high and relies more on the judgment of the credit managers.

With the utilization of GST Data in the field of finance and loans, the entire process is automated and with the client’s consent, their entire GST history can be accessed which will provide an estimate of the client’s creditworthiness and financial position within minutes. The flow goes somewhat like this:

  • Loan application is filled
  • The application & other encrypted / confidential data is processed
  • The loan management solution (LMS) evaluates the credit score based on the data obtained
  • A loan offer is made according to the financial position, as evaluated above
  • The offer is accepted or rejected by the client.

Obtaining GST data for lending purposes

The information filed in GST returns is detailed and relevant for lending purposes. GSTR-1 for outward supplies, GSTR-2A & GSTR-2B for purchases and GSTR-3B for monthly summary and tax payment are the various returns filed, consisting of invoice level and aggregate information used to build credit and underwriting models.

However, only public data like basic registration details, current status & history of returns filed is accessible on the GST portal along with the return filing history. To directly access the data filled in the GST Returns, the borrower i.e. the taxpayer needs to give their consent via OTP authentication. An alternative to this is obtaining data from the borrowers via pdfs or spreadsheets but it involves the risk of data tampering. Hence, it is comparatively authentic and safer to get the data right from the source i.e., from the Government system – GST portal in this case.

Features and Benefits of GST Based Loans

  • Simplicity in Calculation and Assessment – Loans based on GST data limit the number of calculations required and usually do not require assessment as they are based on credible source data. They provide simplicity in translating the financial numbers into meaningful assessment.
  • Faster and Simpler Process – As the use of GST Compliance Score and other GST data eliminates the need for excessive paperwork, the processing of loans is much faster and more convenient.
  • Trade Financing and Loans for MSME & SMEs – Small businesses can provide a secure and verifiable trail of transactions in their supply chain by providing consent to the lenders to access their GST data. This will complete the data footprints of a MSME / SME and will show a true picture of its financial health. This also facilitates trade financing i.e., loans against invoices for such micro and small companies as the other party’s creditworthiness and reliability can also be evaluated using the entity’s GST data.
  • Reduction in Costs – Leveraging GST data for credit underwriting benefits not only the lenders and banks but also MSMEs and other businesses by reducing the costs of doing business. It eliminates the need for operational work by providing an opportunity to use authentic data which, in turn, reduces the risks in lending to a great extent.
  • Makes Lending Customer-centric – The insights gained from GST Data helps a lender discover accurate and personalised profile of the loan applicants. This enables the banks and lenders to prepare a personalized loan offering with competitive interest rates that cater to the specific needs of the borrower.

How GST Data is useful for Credit Managers & Risk Analysts

For Loan Approval –

GST Compliance Score is a rating on the taxpayer’s record of compliance based on GST parameters and is updated periodically. This score can be used on a real time basis for instant loan approval process as it provides a bird’s eye view of financial transactions.

For Loan Monitoring –

GST Compliance Score can also be used to monitor portfolio health as it provides an early warning signal to spot potential Non-Performing Assets (NPAs) by acting as a compliance indicator at each stage of the loan lifecycle. A low score hints at the probability of future defaults and hence, is a useful tool for risk analysis. The risk analysis can also be done based on other GST data like sales and purchases etc. as it provides a deeper insight into the applicant’s business functioning. The financial position of its customers may affect their future cash inflows and recoverability of the same. On the other hand, an analysis of their suppliers could help identify the dominant party that would dictate and influence terms of every future transaction. This, combined, would create a multi-dimensional assessment of creditworthiness and increase the operational efficiency across the credit risk management process as it can be digitally integrated with the loan management systems.

Challenges in GST Data reliant loans

  • Data Security & Misuse – The applicants could be worried about possible data misuse and concerns relating to security of their GST data. The financial institutions need to reassure them about not misusing their business data by adopting practices like data encryption, conversion of physical copies etc.
  • Risks of Lending – Relying on GST data for credit underwriting does not fully eliminate risks of lending as the business practices can be varied for different clients in the same industry. Placing sole dependence on GST data, GST Compliance Score for instance, would be burdensome for small businesses, MSMEs, SMEs etc as they need to be fully compliant to remain in the current competitive markets, especially in the days of inception of business. Thus, the benefit shifts in the hands of larger business entities with more resources at their disposal. Hence, the financial institution needs to adopt a multi-dimensional evaluation approach before sanctioning any loan.

In the current scenario, the GST system has grown to be one of the fastest means for procuring business financing. Along with introducing reforms to other sectors, GST has also brought about noteworthy transformations to the lending scenario. Filing GST returns and merely being compliant now enables business owners to easily apply for business loans. As this is now used as a primary assessment tool, working capital and related cash flows can be estimated and relied upon, without the need for producing collaterals or financial documents. This compels banks and other financial institutions to adopt to the changing technological trends by leveraging GST data with tools such as data analytics, artificial intelligence and machine learning to stay relevant in the previously untapped SME lending market.

Related Blog Posts

Future of Fintech: Digital journeys – Build v/s Buy
Future of Fintech: Digital journeys – Build v/s Buy

CalendarApril 25, 2022

Automated bank statement analysis with Cygnet.One
Automated bank statement analysis with Cygnet.One

CalendarAugust 03, 2022

Why is bank statement analysis important in credit management?
Why is bank statement analysis important in credit management?

CalendarAugust 01, 2023

Sign up to our Newsletter

    Latest Blog Posts

    What is Data Engineering? Everything You Need to Know
    What is Data Engineering? Everything You Need to Know

    CalendarJune 13, 2025

    Complete Guide to Goods and Services Tax (GST) in Singapore
    Complete Guide to Goods and Services Tax (GST) in Singapore

    CalendarJune 12, 2025

    Top AI-powered Analytics Tools for Data-Driven Enterprises
    Top AI-powered Analytics Tools for Data-Driven Enterprises

    CalendarJune 10, 2025

    Resources

    The more you engage, the better you will realize our role in the digital transformation journey for your business

    Read

    Dive into insights,articles,and expert perspectives

    Watch

    Explore Videos, Webinars, and Visual Insights

    Engage

    Join Conversations and Connect with Cygnet

    Let’s level up your Business Together!

    The more you engage, the better you will realize our role in the digital transformation journey of your business








      I agree to the Terms & Conditions and Privacy Policy and allow Cygnet One to contact me via email or phone call.*

      I agree to receive occasional product updates and promotional messages on WhatsApp / Email / SMS.

      Cygnet.One Locations

      India

      Cygnet Infotech Pvt. Ltd.
      2nd Floor, The Textile Association of India,
      Dinesh Hall, Ashram Rd,
      Navrangpura, Ahmedabad, Gujarat 380009

      Cygnet Infotech Pvt. Ltd.
      Community Coworking Space,
      501 B-Wing Ackruti Trade Center Road Number 7,
      Midc, Marol, Andheri East, Mumbai 400093

      Cygnet Infotech Pvt. Ltd.
      WESTPORT, Urbanworks,
      5th floor, Pan Card Club rd.,
      Baner, Pune, Maharashtra 411045

      Cygnet Infotech Pvt. Ltd.
      10th floor, 73 East Avenue,
      Sarabhai campus, Vadodara, 391101

      Global

      CYGNET INFOTECH LLC
      125 Village Blvd, 3rd Floor,
      Suite 315, Princeton Forrestal Village,
      Princeton, New Jersey- 08540

      CYGNET FINTECH SOFTWARE
      Office No 3301-022, 33rd Floor,
      Prime Business Centre,
      Business Bay- Dubai

      CYGNET INFOTECH PRIVATE LIMITED
      Level 35 Tower One,
      Barangaroo, Sydney, NSW 2000

      CYGNET ONE SDN.BHD.
      Unit F31, Block F, Third Floor Cbd Perdana 3,
      Jalan Perdana, Cyber 12 63000 Cyberjaya Selangor, Malaysia

      CYGNET INFOTECH LIMITED
      C/O Sawhney Consulting, Harrow Business Centre,
      429-433 Pinner Road, Harrow, England, HA1 4HN

      CYGNET INFOTECH PTY LTD
      152, Willowbridge Centre,
      39 Cronje Drive, Tyger Valley,
      Cape Town 7530

      CYGNET INFOTECH BV
      Peutiesesteenweg 74, Machelen (Brab.), Belgium

      Cygnet One Pte. Ltd.
      160 Robinson Road,
      #26-03, SBF Centre,
      Singapore – 068914

      • Explore more about us

      • Download Corporate Deck
      • Terms of Use
      • Privacy Policy
      • Contact Us
      © Copyright – 2025 Cygnet.One
      We use cookies to ensure that we give you the best experience on our website. If you continue to use this site we will assume that you are happy with it.OkNoPrivacy Policy
      Fill in the form to download

      Error: Contact form not found.

      Cygnet.One AI Assistant

      ✕
      AI Assistant at your help. Cygnet AI Assistant