AI Research Assistant for Private Investors
Bring structure and clarity to your investment research. Organise information, surface hidden assumptions, compare scenarios side by side, and reach a more independent view — all before you commit to a single decision.
Most private investors arrive at a decision carrying a mix of solid research, half-remembered headlines and untested assumptions. The gap between those three things is where costly mistakes tend to live. Our AI research assistant is built specifically to help you find and close that gap — not by telling you what to do, but by helping you think more clearly about what you already know and what you still need to find out.
You can bring a company, a sector, a market theme or a specific question. The assistant helps you organise what you have gathered, identify the signals worth paying attention to, stress-test the logic behind your current thinking, and compare different scenarios before you form a view. It works at your pace, in plain language, and without the jargon that makes so much financial content feel inaccessible.
This is not a trading platform and it does not replace qualified financial advice. It is a serious research tool for the ordinary private investor who wants to do their own thinking more rigorously. If you have ever made a decision and later wondered why you did not ask a particular question first, this is the assistant that would have asked it for you.
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Designed for the private investor who takes their own research seriously. Here is what the assistant brings to every conversation.
Every investment thesis rests on assumptions. Some are explicit; many are not. The assistant helps you identify the beliefs embedded in your current thinking so you can examine them deliberately rather than discover them at cost.
Research accumulates across news articles, reports, notes and memory. The assistant helps you bring it together, identify what is missing, and structure it in a way that supports clear thinking rather than adding to the noise.
Rather than anchoring to a single outcome, you can map out how different conditions would affect your reasoning. Comparing scenarios side by side makes it easier to spot which variables matter most and where your conviction is genuinely earned.
When you are close to a subject, it is easy to weight familiar information too heavily and miss the detail that changes everything. The assistant is designed to draw your attention to the things that sit outside your current frame of reference.
It is natural to spend more time building a case for a position than building a case against it. The assistant applies equal analytical pressure to both sides, helping you understand the downside logic as clearly as the upside.
Good investment research is not about speed. It is about arriving at a position you genuinely understand and can defend. The assistant works at your pace, without pushing you towards a conclusion, so the view you form is authentically yours.
Bring any investment thesis to the assistant and it will help you lay out the assumptions underpinning it — separating what you know from what you are inferring, and what you are inferring from what you are hoping. Seeing those layers clearly is often the most valuable step in the entire research process.
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Describe the conditions you want to test and the assistant builds a structured comparison across multiple scenarios. You can adjust variables, add new conditions, and track how your reasoning holds up under each one. The goal is not to predict the future but to understand which version of it your evidence actually supports.
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Not every piece of market information deserves equal attention. The assistant helps you assess incoming news, data and commentary against your existing research framework — distinguishing the developments that genuinely change your analysis from those that simply create short-term distraction.
Explore This Feature →Before reading an annual report, you ask the assistant to outline the key questions a sceptical analyst would bring to that company's sector. It surfaces the assumptions embedded in the consensus view, flags the metrics most likely to diverge from expectations, and gives you a structured reading framework. By the time you open the report, you know exactly what to look for and what to treat with caution.
Fundamental research scenarioYou are weighing two different positions in the same sector and want to understand how each might behave under different economic conditions. You describe both to the assistant, set out three plausible scenarios — a soft landing, a prolonged slowdown, and a sharp rate reversal — and ask it to walk through the logic of each. The assistant does not predict an outcome; it helps you map the reasoning so you can decide which scenario your own evidence best supports.
Scenario analysis scenarioA piece of market news has moved a stock you have been watching. Before reacting, you bring the headline to the assistant and ask it to separate the signal from the noise. It helps you identify whether the development changes any of the underlying assumptions in your original research, whether the market reaction appears proportionate, and what additional information you would need before treating this as a meaningful shift rather than short-term volatility.
News interpretation scenarioStart with whatever you are working on — a company you are researching, a sector you want to understand better, a decision you are approaching, or simply a question you cannot quite resolve. There is no required format. The assistant meets you where your thinking currently is.
The assistant asks the questions you may not have thought to ask, organises the information you bring, surfaces the gaps in your current picture, and helps you compare different ways of interpreting what you know. You stay in control of the direction; the assistant adds analytical rigour to the process.
By the end of a research session, you have a more structured understanding of the subject, a clearer sense of where your conviction is well-founded and where it needs more work, and a set of specific questions to pursue before you make any decision. The view you form is entirely your own.
We send occasional notes on investment research practice — how to examine assumptions, how to read signals, how to think about risk. No market tips, no noise. Just ideas that make your next research session more rigorous.
You do not need a polished thesis or a complete set of data. Bring whatever you are working on and let the assistant help you think it through more rigorously. Research-only, no financial advice, no trade execution.
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