AI Research Assistant for Private Investors
Organise your investment research, examine your assumptions, compare scenarios and build a clearer picture of your portfolio as a connected whole — before you make any decision. No trades executed. No advice given. Just sharper thinking, on your terms.
Ask a question about one holding and the assistant draws on the rest of your portfolio to give you a fuller answer. It tracks how positions relate to one another, flags where concentration may be building, and helps you think about each decision in the context of the whole — not as a standalone call.
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Your research accumulates in an organised workspace where earlier notes, comparisons and scenario analyses remain accessible. You can revisit a thesis, track how your thinking has evolved, and build on previous work rather than repeating it. Every session adds to a coherent body of research that is genuinely yours.
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The assistant is designed to ask the questions you might not think to ask yourself. It identifies the key assumptions behind a position, probes where they might be weak, and helps you think through the conditions under which your thesis would break down — before you are invested, not after.
Examine your assumptions →Individual holdings do not exist in isolation. The assistant helps you see how your positions relate to one another — shared exposures, overlapping assumptions, and concentration you may not have noticed — so your portfolio reflects deliberate choices rather than accumulated ones.
Every investment thesis rests on beliefs you may not have written down. The assistant surfaces those beliefs, asks you to examine them, and helps you understand which ones are doing the most work — and which are most vulnerable to being wrong.
Rather than imagining a single future, the assistant helps you map several: what happens to your thesis if conditions improve, deteriorate, or move sideways? Comparing outcomes side by side makes the stakes of each decision far easier to reason about.
Financial news is relentless. The assistant helps you distinguish developments that are genuinely relevant to your holdings from those that are simply loud — so your attention goes where it matters rather than where it is most easily grabbed.
Good investment thinking builds over time. The assistant helps you organise your research so that earlier analysis informs later decisions, your reasoning is traceable, and you are not starting from scratch every time a question resurfaces.
The goal is not certainty — markets do not offer that. The goal is a well-examined view that you can hold with conviction, adjust when evidence changes, and explain to yourself clearly. That kind of confidence is earned through process, and the assistant is built to support it.
Most private investors have access to more information than ever before, yet the gap between raw data and a confident, well-reasoned decision has never felt wider. Market commentary arrives in waves, company filings pile up, and the connections between one holding and another remain frustratingly invisible. this research tool was built to close that gap — not by making decisions for you, but by making your own thinking more rigorous and more organised.
The assistant works across the full arc of investment research: gathering relevant context, helping you articulate what you already believe, identifying where those beliefs might be fragile, and mapping how a single development could ripple across your wider portfolio. It does not execute trades, manage money or provide regulated financial advice. What it does is give you a disciplined space to think, question and prepare — so that when you do act, you do so with greater clarity.
Whether you are reviewing a company's latest results, stress-testing a thesis against an adverse scenario, or simply trying to understand why two of your holdings tend to move together, the assistant meets you where you are. It adapts to the depth of your question and the breadth of your portfolio, treating your research as a coherent body of work rather than a series of disconnected queries.
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Start with whatever is on your mind — a company you are researching, a macro development you want to think through, or a position you are reconsidering. The assistant meets you at the level of your question, whether it is broad and exploratory or specific and technical.
The assistant helps you gather relevant context, organise what you already know, surface the assumptions embedded in your thinking, and compare different scenarios. It challenges you where your reasoning is thin and supports you where it is strong — all without steering you towards a particular conclusion.
By the end of a session you have a clearer, better-examined position — one you have reached yourself. You can save your analysis, return to it later, and use it as the foundation for your next question. The decision remains entirely yours; the assistant simply makes it a more informed one.
Before an earnings release, an investor uses the assistant to pull together everything relevant: the company's recent guidance, the sector backdrop, and how the position sits relative to other holdings in the same part of the portfolio. Rather than reacting to the headline number on the day, they arrive at the announcement with a clear framework — what they expected, why, and what would genuinely change their view versus what would simply be noise.
Pre-decision researchWhen a significant macro development emerges — a shift in interest rate expectations, for instance — an investor asks the assistant to map which of their current positions are most sensitive to that change and in which direction. The assistant helps them think through second-order effects, challenge assumptions they had not realised they were making, and decide whether any part of their portfolio deserves a closer look. The result is a structured review rather than a reactive one.
Scenario and risk analysisAn investor is considering adding a new position and wants to understand how it would sit alongside what they already hold. They use the assistant to examine the company's fundamentals, compare it against peers, and think through how it would affect the overall shape of the portfolio — concentration, sector balance, and the assumptions that would need to hold for the thesis to work. By the end of the session they have a clear written summary of both the case for and the case against, entirely in their own words.
Comparative researchA clear summary of what you can expect from your research sessions — and what sits outside the scope of this tool.
Occasional articles on investment research practice, portfolio thinking and the discipline of forming an independent view. No noise, no promotional content — just ideas worth reading.
Bring your next investment question to the assistant and see what a more structured, connected approach to research actually feels like. No trades. No advice. Just better thinking.
Begin Your Research