Shilpi Shastri

May 1, 2024 | findevgateway.org | Arisha Salman |Shilpi Shastri |Maria Vidal |María Vidal

Skip to main content Data is being leveraged by private sector actors to offer "inclusive insurance" for low-income and other excluded segments, such as rural small-holder farmers and gig workers. There is a large coverage gap, with 3.8 billion uninsured or underinsured people in emerging markets alone.

Apr 10, 2024 | cgap.org | Shilpi Shastri

Shilpi Shastri is a consultant with the CGAP team, contributing to data projects and various initiatives. She collaborates with an array of stakeholders in the financial services industry, including banks, microfinance institutions, fintech firms, insurers, policymakers, regulators, donors, international development organizations, and technical advisory firms across Asia, Africa, and the Middle East.