Independent Research and Policy Advocacy

" Responsible AI"
June 4, 2026 | Dvara Research

In this blog, we trace the emerging contours of India’s domestic approach to governing AI in finance and identify the priorities that should shape the next phase of policy thinking, in light of alarm bells triggered by Mythos, and OpenAI’s cybersecurity initiative, Daybreak.

June 1, 2026 | Dvara Research

The growing prominence of Responsible and Trustworthy AI (RTAI) frameworks reflects increasing recognition of these harms. Contemporary RTAI approaches recommend safeguards across the lifecycle of AI systems to ensure explainability, transparency, contestability, auditability, and human oversight, while reducing the potential for bias and discrimination.

May 25, 2026 | Dvara Research

This is Part 3 of a 3-part series on the recently released NCAER-MFIN report, "Assessing the Effectiveness of Regulated Small Borrowing in India". In this blog, we examine issues related to measurement and empirical strategy.

March 18, 2026 | Dvara Research

The paper explores what RTAI means in the context of digital lending. The first section compiles principles of RTAI along with its essential components. The next section maps relevant tools for each principle. These tool recommendations can help lenders implement RTAI practices in their operations.

By Manvi Khanna, Sugandh Saxena, FACE, Beni Chugh, Nikita Ann George, PwC, Neeraj Sibal, PwC
March 12, 2026 | Dvara Research

In this response, we present our comments to the Draft Amendment Directions for ‘Advertising, Marketing and Sales of Financial Products and Services by Regulated Entities’ issued by the Reserve Bank of India on February 11, 2026.

October 31, 2025 | Dvara Research

In early April, the World Bank published its State of Social Protection report (2025), earlier known as the ‘State of Social Safety Nets’ series. These reports use global-level data about social protection programs to reflect on trends in social security and to ascertain future requirements of social security.

October 21, 2025 | Dvara Research

In the first blog of this series of two, we break down (i) the Committee's methodology, (ii) key insights on the current state of AI adoption, (iii) FREE AI Framework and (iv) its recommendations.

July 17, 2025 | Dvara Research

The Consultation Paper sets out the landscape of use cases of AI prevalent in the Indian Securities Market.

May 13, 2025

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 […]