Responsible AI means good business for all
When AI-driven decisions are fair, respect privacy and are not opaque, they foster customer confidence
Our Response to the Report on AI Governance Guidelines Development released by the Ministry of Electronics and Information Technology
The response presents our thinking on the governance of artificial intelligence (AI). It is divided into two parts. Part A summarises our key inputs which are also presented below in the form of this write-up. Part B provides a section-by-section paragraph-wise detailed feedback as per the Ministry’s Consultation Form requirements.
How to develop trustworthy AI in digital lending
Establishing principle-level guidance on operationalising Responsible AI would induce clarity and confidence
Submission by Dvara Research to the Ministry of Finance as part of Pre-Budget Consultation with the honorable Finance Minister Nirmala Sitharaman, Jan 2nd 2025
The Government of India called for pre-budget consultations in early January 2025. Dvara Research was one of the invitees, and we are once again grateful to policy makers for reposing trust in our work. In the past as well, Dvara Research has been a partner and advisor of choice for key policy-making bodies in the country.
Could we be doing better with consent?
This blog presents a self-assessment checklist targeted at UI/UX designers and AA product managers, enabling them to surface gaps in the design of their consent artefacts especially in relation to the vulnerable customer.
SEBI’s proposed changes can spruce up investment advisory regulations
The new proposals can significantly increase the number of RIAs by relaxing the requirement of having a Master’s degree and prior work experience and by lowering net-worth requirements.
Notes from Consumers International’s Global Congress 2023
Consumer protection in financial services is a core component of Dvara Research’s mission, activities and its advocacy agenda. In this regard, I had the opportunity to participate at Consumers International’s Global Congress 2023, in Nairobi, Kenya, in December 2023.
Our Response to RBI’s Draft Omnibus Framework for recognising Self-Regulatory Organisations (SROs) for Regulated Entities (REs)
In this blogpost, we present our comments primarily to the former, but significantly implicating the latter. We include both frameworks since they cover similar subject matter – the creation of an SRO.
Moving towards harmonisation in financial regulation: Let’s start with capital
Higher capital adequacy norms locking up funds
Unpacking user-centricity of the MFIN Customer Redress Mechanism (MFIN-CGRM) Findings and recommendations
MFIN India and Dvara Research partner to gather insights on users’ experience of navigating the MFIN-Customer Grievance Redress Mechanism (MFIN-CGRM). The study deploys mixed methods — a primary survey of over 300 users, stakeholder interviews and desk research to understand the user-centricity of the MFIN-CGRM.
