Then Everything Else.
There is a habit most investors have — and a process almost none of them own.
The habit is this: see a stock that has moved, read a few headlines about it, decide whether the current price looks cheap or expensive relative to recent history, and act. This passes for research in most retail portfolios. It is fast. It is responsive. It produces outcomes that feel like informed decisions. And for a large majority of people who practice it — consistently, repeatedly, across a career — it produces losses.
SEBI's analysis of over nine million individual F&O traders in India for FY2023 found that 89% made net losses. The median annual loss was ₹50,000. These were not unintelligent people. They were people who had a habit — and called it a process.
The distinction matters because habits and processes produce different things under pressure. A habit collapses in a drawdown. A documented process holds — because it tells you whether the business has failed the thesis, independent of what the price is doing.
The QGLP pre-buy checklist is a four-question sequence applied before every capital commitment, in this order:
QGLP — Applied in Sequence
- Quality: Does this business have genuine competitive advantage, high ROCE, and management credibility? If not — the evaluation ends here. No further analysis is required.
- Growth: Is earning power growing? Is revenue translating to earnings — and earnings to cash? Accounting profits without cash conversion fail the Growth test.
- Longevity: Is the competitive advantage durable for ten years or more? Short-duration advantages at high multiples are not investments — they are bets on timing.
- Price: Given what you now know about Quality, Growth, and Longevity — what price makes this position attractive? This is the last filter, not the first.
The sequence is not cosmetic. The investor who evaluates Price before Quality is answering the wrong question first — and the wrong first question corrupts every answer that follows.
The following case studies are presented for educational purposes only. They are not investment recommendations or advice. All companies mentioned are referenced solely to illustrate investment principles.
In 2011, Honda exited its joint venture with Hero. Market sentiment turned sharply negative — a founding partner had walked away. But a QGLP evaluation of Hero after the exit found all four criteria intact: the distribution network was retained, the brand was intact, domestic demand continued, and the price had fallen. The checklist said hold. The evaluation was made by the framework — not by the news cycle.
Ramdeo Agrawal has applied QGLP consistently for over 35 years. The edge is not in the framework's sophistication. It is in the consistency of application — including when the application is uncomfortable.
The Nifty fell 38% between January and March 2020, in 45 trading sessions. Not a single analyst called the bottom in real time. Certainty was simply not available. The investors who acted through the drawdown were not certain — they were convinced. Conviction is a documented belief that the investment thesis remains intact, independent of where the current price is. It is built on the business. Not on what happens next in markets.
Certainty requires knowing the future. Conviction requires knowing the business. One is available to the long-term investor. One is not.
"Before I commit capital, I run every investment through QGLP. Quality first — if the business fails quality, nothing else matters. Then growth, then longevity, and only at the end — price."
Ramdeo Agrawal · Founder, Motilal Oswal Financial Services · QGLP frameworkThe Through-Line
Four frameworks. Each one builds on the last into a single investor discipline.
The First Framework — Business Quality: The moat is evaluated before the numbers. Competitive advantage is the first filter — not the last.
The Second Framework — Income Statement Literacy: Accounting earnings are not economic earnings. Revenue quality, margin structure, and the signals inside the income statement determine what is real.
The Third Framework — Free Cash Flow: Earnings confirm the model. Cash flow confirms it is working. The investor who cannot read FCF cannot fully evaluate what they own.
The Fourth Framework — QGLP Pre-Buy Checklist: Quality, Growth, Longevity, Price — in that sequence. Applied before every capital commitment. Without exception.
The through-line across all four: every framework exists to prevent the same error — committing capital based on price alone, without a documented evaluation of the underlying business.
The cases in this issue illustrate the pattern from every angle. Ramdeo Agrawal applied the QGLP framework when Honda exited the Hero joint venture — sentiment turned sharply negative, but the evaluation found all four criteria intact, and the documented checklist said hold. The Nifty fell 38% in 45 sessions in early 2020: conviction investors asked whether the long-term earning power of India's best-managed businesses had changed — the answer was no, and the recovery followed. The 2003 Titan thesis was written around one question: would the transition from unorganised to organised jewellery retail produce a clear winner? In 2009, the thesis survived its first major test because that question had been answered before the pressure arrived. In each case, the investor's edge was the same thing — a documented basis for holding that came from the business, not from the price.
The through-line: the four frameworks — business quality, income statement literacy, free cash flow evaluation, and the QGLP pre-buy checklist — are all defences against the same error. Committing capital based on what the price is doing, without a documented evaluation of what the business is doing.
Process is not a constraint on returns. For the long-term investor, process is the source of them.
All four frameworks — business quality, income statement literacy, free cash flow evaluation, and QGLP — with worked examples applied to Indian listed companies, are inside the Investor Codex Learning Hub.
Explore the Learning HubEducational Disclaimer: All company references in this newsletter are presented as case studies for educational purposes only. They do not constitute investment advice, research recommendations, or solicitation to buy or sell any security. Investor Codex is not registered with SEBI as a Research Analyst or Investment Adviser. Past performance is not indicative of future results. Please consult a registered financial adviser before making any investment decision.