Articles on investment research practice, portfolio thinking, market signals and the discipline of forming an independent view.
Investment research is not simply a matter of gathering more information. The challenge for most private investors is not scarcity of data — it is the difficulty of organising what they already have, distinguishing what is genuinely relevant from what is merely prominent, and translating a body of research into a coherent, well-examined view. The articles here are written with that challenge in mind.
Each piece explores a specific aspect of the research process: how to read a market signal without over-interpreting it, how to stress-test a thesis before it is tested by events, how to think about a single company in the context of a wider portfolio. The aim is not to tell you what to think about any particular situation, but to sharpen the tools you use to think for yourself.
We publish infrequently and deliberately. Every article goes through the same standard we apply to the assistant itself: it must add something genuinely useful to the practice of investment research, it must be honest about uncertainty, and it must respect the intelligence of the investor reading it. If you would like new articles delivered to your inbox, the subscription form at the bottom of this page takes less than a minute.
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Not every price movement carries a message worth decoding. This piece examines how to distinguish signals that are genuinely informative about a company or sector from those that reflect broader market mechanics, liquidity conditions or short-term sentiment shifts that have little bearing on your long-term thesis.
Read the article →Most investors build a thesis around a single expected outcome. Scenario analysis asks you to hold several plausible futures simultaneously and examine how your position fares in each. This introduction explains the practice, why it is more useful than point forecasting, and how to make it a regular part of your research process.
Read the article →A sudden drop in a holding's price is uncomfortable. It is also an opportunity to examine whether your original thesis still holds, whether the market is responding to something you had already accounted for, or whether new information genuinely changes the picture. Here is a framework for using volatility as a research prompt rather than a panic trigger.
Read the article →A company that looks attractive in isolation can look quite different once you consider what else you already own. Shared sector exposure, correlated assumptions and overlapping macro sensitivities can all change the real-world impact of adding or adjusting a position. This article explores why portfolio context is not an afterthought but a central part of the research process.
Read the article →Financial metrics are a starting point, not a conclusion. Before you reach for a valuation model, there are qualitative questions about a business — its competitive position, its management's track record, its exposure to structural change — that shape whether the numbers you are looking at are likely to persist. This piece sets out the questions that experienced research analysts tend to ask first.
Read the article →Investment research is often associated with finding reasons to act. But some of the most valuable research sessions end with a clear decision to hold a position unchanged — not out of inertia, but because a structured review of the thesis, the assumptions and the alternatives confirms that the original reasoning still stands. This article makes the case for treating inaction as a deliberate, well-researched choice.
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