Insights

Plain-English reads on money.

Start with the basics of SIPs, costs and risk. The research collection goes deeper for readers who want it.

Start here
First SIP · 6 min

How to choose your first mutual fund

There are over a thousand schemes. You need one. Here is how to narrow it down in three questions — without reading a single factsheet.

October 20, 2026
Costs · 5 min

Regular and direct plans: what the difference costs you, and what it buys

Every scheme comes in two versions with identical holdings and different prices. Knowing which one you are buying — and why — is the most important cost decision you will make.

October 18, 2026
First SIP · 4 min

What happens when you miss a SIP

Short answer: nothing dramatic. Here is exactly what the fund house does, what your bank might charge, and when a SIP actually gets cancelled.

October 15, 2026
Risk · 5 min

Understanding a fund's Riskometer

The little speedometer on every scheme document is the single most useful thing on the page. Here is what each level means and how to use it.

October 12, 2026
Trading Strategies · 7 min

Trend Following: A Multi-Century Edge Hidden in Plain Sight

Why a simple, century-old idea — buy what is going up, sell what is going down — remains one of the most academically validated and behaviourally durable sources of return in modern markets.

May 22, 2025
Portfolio Construction · 6 min

Risk Parity Reconsidered: Beyond the 60/40

A measured look at risk parity twenty years after Bridgewater first popularised it: where the intuition still holds, where the criticism is fair, and how institutional investors are using it today.

May 15, 2025
Quant Research · 8 min

Factor Investing in 2025: Value, Momentum, Quality, Low-Volatility

A practitioner’s view of where the canonical equity factors stand after a decade of crowding, drawdown and renewal — and how to construct factor exposure that survives.

May 8, 2025
Machine Learning · 7 min

Machine Learning in Asset Management: What Actually Works

The honest answer to where machine learning has produced durable edge in investing — and where it has mostly produced expensive overfitting.

May 1, 2025
Market Structure · 6 min

Market Microstructure for Systematic Traders

Edge in modern markets is increasingly determined by execution. A primer on the structural features every systematic trader should understand.

April 24, 2025
Portfolio Construction · 5 min

Volatility Targeting: The Most Underrated Risk Tool

A simple sizing rule — trade smaller when markets are choppy, larger when they are calm — has produced one of the largest improvements in risk-adjusted return in the systematic literature.

April 17, 2025
Quant Research · 6 min

Cross-Sectional vs Time-Series Momentum

Two cousins of the same family, often confused, with materially different risk characteristics. Understanding the distinction is fundamental to portfolio design.

April 10, 2025
Portfolio Construction · 6 min

Bayesian Methods in Portfolio Construction

Why principled handling of uncertainty — not point-estimate optimisation — is the foundation of robust institutional portfolios.

April 3, 2025
Portfolio Construction · 5 min

Why Diversification Across Strategies Beats Diversification Across Assets

In a world where asset-class correlations rise in crises, the next layer of true diversification is across return-generating processes, not across instruments.

March 27, 2025
Macro & Markets · 6 min

Macro Regimes and Systematic Allocation

Inflation, growth and monetary policy combine into regimes that explain a large share of cross-asset return. A disciplined regime framework is more useful than any single forecast.

March 20, 2025
Trading Strategies · 6 min

Statistical Arbitrage in Indian Equities: A Practitioner’s View

India’s equity market has matured into one of the more interesting venues for stat-arb research. Where the inefficiencies still live, and how to think about them.

March 13, 2025
Machine Learning · 7 min

Alternative Data and the Future of Research Edge

Alt data is no longer alternative. The frontier has moved from raw datasets to the engineering and modelling discipline that turns them into actionable research signals.

March 6, 2025
Quant Research · 7 min

Why Backtests Lie: A Practitioner’s Guide to Honest Validation

Nine out of ten beautiful backtests will not survive contact with live capital. The reason is rarely technical — it is statistical and behavioural. A field guide to building research you can stake real money on.

February 27, 2025
Portfolio Construction · 6 min

Tail Risk Hedging: When the 50-Year Storm Arrives

The strategies that protect a portfolio in 2008, 2020 or the next crisis look uncomfortably expensive in calm markets. The honest framing is not insurance versus cost — it is convexity, mandate and time horizon.

February 20, 2025
Quant Research · 6 min

Building a Quant Team: Skills, Culture, Process

The hardest problem in quantitative finance is rarely the maths. It is the institutional question of how to combine specialised talent, sustainable culture and reproducible process into something that compounds.

February 13, 2025
Quant Research · 5 min

The Quant Researcher’s Reading List

A curated reading list for serious quant researchers and institutional investors. Books that improve thinking, not just technique — spanning markets, statistics, history and the philosophy of model use.

February 6, 2025