Discretionary idea generation: ideas come from many different sources- they are a dime a dozen. Although we maintain a range of monitors across global equities, half of the ideas come from any of the following sources:
We're always switched on to and monitoring what is going on around the markets we're active in, and we're always looking for as easy a win as possible- the proverbial “money sitting in the corner looking to get picked up”- and although such situations are surprisingly common, oftentimes the best opportunities require some leg work to reach conclusions, and the initiative to act on them. In general, however, we're partial to keeping it simple- no long leaps, and almost no long-term projections or DCF modelling. We're typically looking for ideas that are characterized by one or more of:
Research: once an idea is through to the research stage, before reading any document longer than a few pages, it is immediately subject to preliminary research in an effort to get to a quick 'no' or a 'maybe later' or a 'too hard- either outright no or maybe later', be it through an understanding of why the implied risk is unbearable, or through the presence of many unknowns. If the idea survives these initial tests, deeper work begins.
Of course, the analysis is situation-dependent...
M&As and other special situations tend to be (but not always are) characterized by binary, timed outcomes and “known quantities”, but sometimes timelines change and situations can be fluid, so the analysis tends to be geared towards the involved parties, their prerogatives and motivations, and the extractable value within that context. Other special events require an assessment of ongoing sentiment and the fundamental and structural realities that determine anticipated investor reaction, or that of other involved parties.
Our involvement in thematic or macro-driven situations has been rare in the past, simply because compelling pitches are hard to identify and parameterize, but when we do have conviction, we tend to bet in size. This analysis tends to involve more of a top-down assessment of first and second-order effects of major developments and anticipated investor reaction within a specific asset, asset class, or a region/thematic index.
Most of our work is focused on picking what we believe to be mispriced stocks. Deeper work within the research process for potential longs/shorts typically involves a comprehensive assessment of the business and why it may (or may not) be an attractive bet at a particular point in time.
This includes an assessment of margins, leverage, return on capital, growth, and what those are expected to look like in the next 12 to 36 months compared to peers and/or historical metrics. We’re also keenly interested in management quality and their incentives, as well as the make-up of the shareholder register. Moreover, we’re keenly interested in why a company is trading where it is and whether that’s actually justified or merely a reflection of a misperception, overreaction, and/or certain market dynamics that impede efficient price discovery. If catalysts are in motion or are potentially on the horizon, that’s also of interest to us.
Ultimately, we’re simply looking for situations that satisfy one or more of the 5 characterizations we’ve outlined above, so that’s how we determine whether an idea is worth exploring further or pursuing.
We also explore ideas initiated by other investors; this is particularly, but not exclusively, the case with activist short seller reports. The quality of work put out by those we track tends to be high, and compelling shorts are especially difficult to identify, so we’re happy to make use of well-researched theses published by others.
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