Comments to the Consultation Paper on Guidelines for Responsible Usage of AI/ML In Indian Securities Markets, dated 20 June 2025

The Consultation Paper sets out the landscape of use cases of AI prevalent in the Indian Securities Market.
In-Pro: Quarterly Dispatch on Financial Inclusion & Social Protection

IN FOCUS: FINANCIAL LIVES OF POOR HOUSEHOLDS 5 min read Arun and his family live in a rural town in Odisha. He is the sole income earner of his family. Arun is a part- time small holding farmer. He also works as an agri- labourer on his neighbour’s farm to support his family’s expenses. For […]
Stages of Exclusion in Rajasthan’s Mukhyamantri Ayushman Aarogya Yojana: Findings from a Citizen Survey

The survey was conducted between March and April of this year in partnership with Gram Vaani, a social technology company, in seven districts of Rajasthan: Ajmer, Alwar, Bharatpur, Bundi, Dausa, Deeg, and Jaipur.
Responsible AI in digital lending

Fairness, explainability and human-in-the-loop principle are vital elements of Responsible AI
Our Observations on the Draft Banning of Unregulated Lending Activities (BULA) Act by the Ministry of Finance (MoF), GoI

On 13 December 2024, the Ministry of Finance, Government of India (MoF) released the draft Banning of Unregulated Lending Activities (BULA) Act. This aligns with recommendations made in the Report of the Working Group on Digital Lending.
Unpacking Customers’ Trust: How do Customers come to Trust Digital Lenders?

By studying people’s instinctive, unguided ‘trust-decisions’, we hope to uncover their mental models of trust. More specifically, we aim to (i) articulate the expectations that customers have of trustworthy lenders, (ii) help lenders design their products in a manner consistent with the customer’s expectations, and (iii) translate these principle-level expectations into processes that lenders may adopt in their customer service to become trustworthy.
Responsible and Trustworthy AI in Digital Lending: From Principles to Practices

This Whitepaper unpacks what RTAI would mean in the context of digital lending. While the term Responsible AI has been adequately conceptualized in academia and elsewhere, it still needs to be coherently contextualized to specific domains.
Paisas to Prosperity: The Long Road to Savings

In this blog, we delve further to uncover the institutional, cultural, and evolutionary factors underpinning the challenges of engendering formal savings among LIHs.
Financing Regenerative Agriculture in India

In this paper, we aim to identify the challenges and opportunities in financing regenerative agriculture within the context of smallholder farming in India and offer suggestions for enhancing the financing of regenerative agriculture in the country.
Studying Exclusion in State-Sponsored Health Insurance: The Case of Mukhyamantri Ayushman Aarogya Yojana

In this note, we present a citizen-centric framework to study the factors that limit the effectiveness of state-sponsored health insurance schemes.