@Faiz_ahmed - This is a question I have been asked several times. I will try to explain best as I can. I don’t have some magical mental model that works everywhere. Its usually just the output that shows up in threads like these or on twitter which makes it seem like there is some kind of method. The short answer is that there isn’t. I turn a lot of stones and because my capital is small and I want it to perform the best, I am extremely picky on what I choose, even if several ideas seem very interesting, I make it a point to rank and yank (look up stack-ranking if not familiar) - we work best when working under such constraints even if they are made up. I realise I have almost no fomo when I reject something consciously or when I never made the effort to study something. Its just the way I am wired and that helps a lot. I try not to chase breadth - I am an investor and not an analyst (the distinction is very important). I have serious regret though when I like something but I am too lazy to act (Aegis for eg. I had done all the work in Feb and I loved how cheap it was but never bought since I liked the DC plays better - but in May, I had a good opp. to switch but I didn’t)
Ideas come at me from all sides, as I am sure it does for everyone here. I try to see if tailwind+tam+moat+valuation is satisfied (at least two or three). Very rarely all 4 click, especially in today’s market where everyone is using similar filters and are all having access to powerful AI models. Sometimes tailwinds are clustered, so that helps in looking at other plays for same tailwind - classic example recently is AI/data centers. I was little early to Claude code (started using it last Aug/Sept I think) so by Nov, I had become shocked at how good things had become, so that exposure made buying into AI stocks easy. So when I came across two ideas Aeroflex and Mtar (both incidentally from friends), I could not see them as separate unrelated ideas. I dug deeper post that into memory, power, cooling etc. in Feb using some good resources from semianalysis which convinced me I had to bet big on these things.
So a good understanding of the tailwind and moat is very important and this can only come from a deep understanding of a sector - be it CDMO or AI/DC plays or Power transmission ancillaries. So that is roughly my process. I try not to buy into stray stories that do not fit into my framework. I do make exception from time to time when valuation is very juicy or growth is not ignorable though. It helps me break out of the mould and explore that way. Buying into Bluejet last year for eg. was a way for me to break out of the mould to understand cdmo as a sector. That bet did not work out for me but it led to Sai. There are numerous stories I have given a pass since I did not have money but they went berserk (HFCL and STL tech, E2E - all around March). Several I have studied in depth but rejected (Acutaas - because of single molecule risk after having been bitten by Bluejet. Turns out market can turn a blind-eye when numbers are coming - same thing is happening in Navin Fluorine and Anthem also and PI Inds in the past. Market simply doesn’t care about the concentration risk until things break. Or maybe market chooses to stay ignorant). When an idea I work a lot on only to reject does well, it still makes me feel good because it means I am fishing in the right areas.
Whatever I am trying to say has been said in the past - its the concept of circle of competence. Try to stay within it (CDMO/Data centers/Power for now) but keep expanding it (Oil & Gas). Don’t chase things you don’t understand. If you avoid drawdowns, your returns will be spectacular. To avoid drawdowns, stay within what you understand and never chase without having a sense of value. There are whole swathes of market I simply don’t bother to look at - Sugar, Cement, FMCG, Textiles, BESS, Solar, Media, Alcohol, Real Estate, Banks/NBFCs, Logistics, Bulk chemicals etc. Others can make money in it but I know I won’t. I will invariably sell out a week or two after buying because they don’t excite me (happened with Banks/NBFCs twice in the past for me). Avoiding such large swathes makes it easy for me to focus on the things that matter. As a retail investor with numerous interests outside of markets, I find this way of slicing and dicing the markets work well for me. I might find myself at sea when people with breadth discuss stocks but I am ok with that.
@harshaga - Its phreakonomics. Its my personal app and its not public.
@Heavy_luck - There are lot of overlaps between Venus and other companies. Only thing common with all of them is that almost all of them trade at 50-60 p/e or higher while Venus trades at 18x. Market seems to have been unexcited after the AGM where the management guided for 15% growth for FY27. I feel management is conservative and even a 15% growth I feel is great given the valuation because there were couple of one-offs in FY26 (PLI and forex) - so a 15% growth might be actually like 30% real growth and company converts cash really well unlike all the rest. There’s no point looking solely at growth when valuation is this cheap - so I am staying put. Lets see. I might regret but I know I won’t lose my capital here and that is generally enough for me to give a long rope to a business.
I have no fresh ideas and have mostly remained invested in same businesses. Most are at ATHs and market has done well. I have bought more Vivid Electromech (switching from TD) whenever it has dipped under 1500. I think among DC stocks, its the one which is still trading very cheap (25x 1 yr fwd) while a peer like Marine electricals is trading at 93x. Maybe its due to SME illiquidity or because people don’t know/understand the business. Marine on paper has a bigger order book but they do entire Power Delivery Systems which include a lot of bought-out items while Vivid does only the PDU and so will be much higher margin (should be close to 30% if my back-of-the-envelope calc is right) and the PDU contribution should go up in FY27 going by the orders they have won in the last 4 months from CtrlS, STT Global. Unlike most other DC plays, Vivid already makes 50% from data centers and so can grow much faster riding on the DC tailwind. With the new capex coming in, they should have enough capacity to grow 40-50% for next 2-3 yrs without incremental investments.
Found this on IGGL twitter. Along with the DNPL/IGGL pipeline which is expected to be functional by Dec '26, there is one more pipeline also underway (Duliajan feeder line) which will provide sufficient access for all future scaleups of North-east small gas fields. The construction for this is underway in Aug and is expected to complete next year.
This again I feel is very under-appreciated as this sector itself is not covered by any institutional analysts. The way I see it (stupidly maybe), is like a large tract of land that sees its value go up when a state/national highway passes by it. So far, all these gas fields (esp. Oilmax ones) are valued like an optionality because evacuation wasn’t easy. With evacuation, all these fields should go up a lot in value next year. Because unlike the DNPL/IGGL pipeline coming up end of year which has 2.5 MMSCMD (DNPL expanded from 1 MMSCMD recently) capacity, DFL will give capacity to evacuate 6.7 MMSCMD
It will improve the realisation these fields can get for their gas as they don’t have to sell within Assam and can sell in UP or WB. Its like a village that suddenly can export its produce to the nearby town or faraway cities after having access to a national highway and thus fetch far higher prices than what it will get within the village. That’s what excites me about this. Oilmax has several fields in Assam and can benefit disproportionately once this feeder line goes live. The merger NCLT hearing is scheduled for Sept 4th as per latest update on NCLT site (its procedural in nature and should happen sooner or later).
Disc: I am a novice writing about what I do. None of this is advice.



