Responsible AI means good business for all

When AI-driven decisions are fair, respect privacy and are not opaque, they foster customer confidence
How to develop trustworthy AI in digital lending

Establishing principle-level guidance on operationalising Responsible AI would induce clarity and confidence
Legal liability for fraud in digital payments

The framework should provide adequate compensation to victims, while investigative action continues in tandem
UPI databases should be interactive

Stakeholders should gather a common set of data points for each complaint, distinct from their data objectives
Ways to curb scams over UPI

Positive frictions while authorising transactions will give users some time before approving payment
Life insurance and the importance of proper disclosures

This will inspire more consumer trust, and enhance transparency among agents
Women’s financial inclusion is not understood
Policymakers should go beyond economics to look at sociological and anthropological aspects of how women negotiate finance.
Moving towards harmonisation in financial regulation: Let’s start with capital
Higher capital adequacy norms locking up funds
How to protect farmers against risks
Offering affordable derivative products that will help them hedge against price and weather risks is vital
Well-functioning crop insurance crucial for reducing farmer’s vulnerability
It is an important tool for agrarian families to manage and mitigate their risks