Featured Essay

  • From Scorecards to AI: Why Automating Credit Decisions Is Harder Than It Looks

    From Scorecards to AI: Why Automating Credit Decisions Is Harder Than It Looks

    17 minutes

    What happens when a credit model becomes more confident than the evidence beneath it? Credit automation works best when the borrower, data and decision are predictable. Outside that boundary, better models can create greater confidence without greater understanding. From scorecards and machine learning to AI, the real challenge is knowing…


More Essays

  • Lending for Financial Inclusion- Gold at the Bottom of the Pyramid

    8 minutes

    “A box without hinges, key or lid, yet golden treasure inside is hid.” – JRR Tolkein Following the wrong trail The story of ‘Fortune at…

  • Machine Learning and AML- Use cases for Banks

    14 minutes

    World is a not flat! No matter how much the globalisation theorists may want you to believe, the world post 9/11 is no longer flat…

  • How Artificial Intelligence will transform Banking

    10 minutes

    Artificial Intelligence can simplify banking- relieve the pain of redundant forms, cumbersome documents and slow processes and even manage investment portfolios. It can help banks…

  • Building a Payments Bank – Challenges and Opportunities

    9 minutes

    The verdict on viability of Payment Banks varies, depending on whom you speak to. While the critics would easily fault the regulatory framework, even the…

  • Banks Vs Fintechs

    12 minutes

    Lack of innovation in Banking is precisely the opportunity Fintechs are encashing. They are disrupting the way things have been for decades with ideas ranging…

Topics

Lending Logic

How lenders assess borrowers, deal with uncertainty, and make credit decisions under imperfect information.

Policy Logic

How policy priorities, regulatory choices, and institutional trade-offs shape banking outcomes.

Banking Technology

How technology, data, and digital infrastructure are reshaping banking, from internal systems to ecosystem-wide rails.

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