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Generative AI Adoption in Banking — How RBI’s 46% Efficiency Boost Estimate Could Reshape Indian Finance

When the Reserve Bank of India (RBI) releases a forecast, the financial sector pays attention. Recently, RBI stated that Generative AI (GenAI) could boost efficiency in Indian banking by as much as 46% in the coming years. At first glance, that might sound like just another big tech number — something you hear at a […]

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BNPL 2.0: Regulation, Credit Reporting & Survival Strategies for Fintechs

BNPL 2.0: Regulation, Credit Reporting & Survival Strategies for Fintechs The BNPL Boom Meets Its Reality Check Buy Now, Pay Later (BNPL) was once fintech’s golden child — the millennial and Gen Z-friendly payment method that promised convenience without the scary credit card bills. From small online purchases to big-ticket electronics, BNPL companies like ZestMoney, […]

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RBI’s FREEAI Framework: Shaping the Future of AI in Indian Banking and Fintech

The Reserve Bank of India (RBI) has taken a decisive step into the future with the introduction of FREEAI — the Framework for Responsible, Ethical, and Explainable AI. Designed specifically for India’s financial ecosystem, this framework sets out clear guidelines for AI adoption in banking, NBFCs, and fintechs, balancing innovation with risk management. Unlike generic […]

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The New Liquidity War: How Global Rate Volatility is Rewiring Indian Portfolio Strategy

Introduction — quick thesis: We’re in a new era where central-bank decisions, inflation surprises, and geopolitical shocks cause rapid swings in global bond yields and liquidity. This “liquidity war” — a tussle between monetary tightening and episodic liquidity injections — is changing how Indian investors should think about portfolios. Traditional rules (long-duration bonds = safe) […]

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Fractional IPOs & Retail Democratization: How Small Investors Can Access Pre-IPO Upside

For decades, pre-IPO investing — the golden phase where companies often experience steep valuation jumps — was the playground of venture capitalists, private equity firms, and ultra-high-net-worth individuals. Retail investors, no matter how savvy, had to wait until the IPO bell rang… and by then, much of the upside was already priced in. In 2025, […]

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Quantamental Investing: Blending Macro Signals with Fundamental Research in 2025

For decades, the investing world was split into two camps: quants who relied on data-driven algorithms, and fundamental analysts who studied balance sheets, management quality, and market positioning. In 2025, that wall is crumbling — and the hybrid model, quantamental investing, is emerging as one of the most powerful approaches for navigating volatile markets. By […]

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ESG-Linked Derivatives: How Corporates Can Hedge Transition Risk

For years, derivatives were tools for managing financial volatility — FX swings, interest rate hikes, or commodity price shocks. But as the ESG (Environmental, Social, and Governance) agenda reshapes corporate strategies, a new breed of financial instrument is emerging: ESG-linked derivatives. These products are not just about hedging market risk — they’re about aligning financial […]

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