Ashmayu Quarterly Newsletter- Probabilistic vs. Deterministic
                                            By Harini Dedhia
                                            
                                            Dear Investor,
                                            I recently came across an interesting excerpt from Anil Anantha swamy’s ‘Through Two Doors at Once’:
                                           “Even if you have all the information about a single photon as it leaves the source
                                                and goes towards the double slit, you can only calculate the probability of the photon
                                                landing on a certain part of the photographic plate. There’s no way to tell where any
                                                particular photon will go. Nature, at its deepest, seems inherently non-deterministic.”
                                                
                                           At a micro (or quantum in physics parlance) level, everything is probabilistic. Only
                                                when you zoom out to the macro (Newtonian level) does the world seem to get more
                                                classical and deterministic in nature.
                                        
                                            The same holds true for investing and in businesses as well. If you were to ask us,
                                                which of our portfolio companies will give the highest returns at any given point of
                                                time- the truth is we do not know. (If we did, we would run a one stock portfolio).
                                                What we do know is that if our process is set right, our portfolio ends up delivering
                                                the desired returns.
                                                
                                            From the set of businesses we own in our portfolio, two managements have
                                               exemplified this probabilistic way of thinking; Landmark Cars and Natco Pharma. 
                                           
                                            Landmark Cars
                                            Landmark cars is possibly the best run car dealership company in the country
                                               today. They are the largest dealers in India for most of the OEMs they work with-Mercedes, Jeep, BYD, and Honda.
                                            A dealership business at its core is a retail business with greater cyclicality. Imagine
                                                if a brand were to see sales volume drop in half- what would be the outcome of a
                                                retail outlet of the brand? The operating deleverage, given most of its costs are fixed
                                                in nature (rent, employees, electricity, etc.) would alone plunge the retail outlet into massive losses.
                                            
                                         
                                            At the start of 2023, Jeep was one of the top 3 brands in their portfolio. The
                                                highest selling car from the Jeep stable was the Jeep Compass of which 60% of
                                                the sales came from its petrol variant. In April 2023, the petrol variants of the
                                                Jeep Compass were discontinued as they were not compliant with the stricter
                                                (phase 2 BS VI) emission norms. 
                                             
                                            The resilience in their operating numbers is an ode to their portfolio approach at
                                                managing the business. A revival in Honda new sales (20%+ growth in FY24),
                                                newly seeded used car business that crossed 120cr+ in revenue in year 1 along
                                                with other portfolio bets holding steady helped Landmark tide over this crisis
                                                period. 
                                           
                                            Additionally, they have bolstered this portfolio approach even more so in the last one year.
                                             
                                                 M&M and KIA have been added as new OEMs in their portfolio
                                                  MG Motors (post partnership with JSW) is now a great balancing item in the
                                                    portfolio as Landmark is no longer only reliant on BYD making it big in the EV space in India 
                                                    
                                                 BYD showroom count to increase post receipt of homologation certificate for
                                                    ATTO 3 (allows for higher volumes to be sold by removal of cap on import
                                                    volumes). These showrooms however are to be carved out partially from Jeep
                                                    showrooms in some locations (amortizing those fixed costs better)
                                           
                                                 Opened a Mercedes Workshop in Hyderabad, the second largest luxury car market in India
                                             
                                              All of the above has been done in the last year itself. It is this basket approach
                                                within their area of competence that has enabled them to do well when the
                                                industry struggled (FY19-FY23 saw no growth in passenger car volumes in India)
                                                and will continue to do so in the future as well. There is no way for Landmark to
                                                know for sure which OEM shines in which year, and which launch is well
                                                received by the customers. As long as they have a portfolio approach that covers
                                                multiple OEMs, the odds of them doing well in any given year is far greater than
                                                that of an individual OEM.
                                                
                                               
                       
                                            Natco Pharma
                                            From all the companies in our portfolio, it is perhaps the management of Natco
                                                Pharma that lays out their probabilistic thinking in the most direct, clear manner.
                                                Natco Pharma is a complex generics manufacturer that has two skill sets in
                                                abundance- frugal science and legal. They have the highest profit yield per dollar
                                                spent in R&D amongst all pharma companies listed in India today. Yet, even with
                                                their skill sets, there is a clear recognition of the fact that a lot of the factors that
                                                determine the outcome of how a specific molecule pans out for them is beyond their
                                                control.
                                                
                                            Their claim to fame has been being the first to challenge patented blockbuster
                                                molecules in the US, especially in the oncology space and wading through the legal
                                                processes in order to launch the molecule as early as possible while being FTF-giving them a considerable lead over competitors. Accepting price erosion in generic medicines in the US as a fact of life, the management has been clear in
                                                stating that they will have to take bets that take their profit pool to the next
                                                orbit. They however do so in a risk adjusted manner.
                                            
                                            Of the 10 bets they take in challenging a complex patented molecule in the US- 2 make it big, 2-3 fizzle out given competition or the drug itself faces challenges
                                                from other molecules, and 5-6 give okay-ish results. However, everytime they
                                                manage to hit it out of the park (and they don’t know which one will when the
                                                bets are made), the orbit of the company changes. The risk adjusted nature of
                                                their bets of this portfolio approach is highlighted in the fact that instead of
                                                doing a single filing without any partners (therefore be entitled to 100% of profit
                                                or any other outcome), they were willing to partner with large pharma
                                                companies to do the filings but do multiple such filings.
                                             
                                             
                                                   With every orbit shift, the profit of the company seems to settle at 3x of
                                                    where the orbit move started
                                                   Given the 2000cr+ cash on books today and another 2000cr+ being generated
                                                    by the time Revlimid goes completely generic (and therefore faces steeper
                                                    price erosion), Natco has taken a lot many substantial bets in the 5-6 okayish
                                                    part of the portfolio, some of which are filed with no partners unlike all the orbit shifting launches done so far where Natco was entitled to only 30% of the
                                                    profits or lesser
                                                    
                                             
                                            Today, the portfolio approach at Natco has widened to not only include bets on
                                            various molecules but also to include various geographies (Canada, Brazil, Saudi,
                                            Philippines, Saudi Arabia, etc.) and a foray into agrochemicals based on the two
                                            same skill sets (frugal science and legal expertise).
                                            Probabilistic vs. Deterministic
                                            A counter argument to having a probabilistic mindset and therefore a portfolio
                                               approach to running a business can be one of the following:
                                            
                                                 Not having a Plan B, forces one to work harder/ sharper to ensure Plan A is a success
                                                 Being deterministic is akin to being focused
                                             
                                            However, I disagree with both these assertions. In neither of the above two cases
                                                have we seen an operator go beyond their circle of competence. Their portfolio
                                                approach is simply a result of them realizing what they are good at (returns) and
                                                accepting the fact that even in the businesses they know so well there are a lot of
                                                small things that are beyond their control (risk-adjusted). They are therefore
                                                showing humility in accepting what they know and what they can control
                                                instead of hubris; a hallmark of great risk adjusted approach to generating
                                                returns. In doing so, they have reduced the chances of making a permanent loss
                                                of capital on the whole a close to zero probability event- these are the odds I like.
                                                
                                            As always, we thank you for putting your faith in us and entrusting us to be
                                               your partners in your wealth creation journey.
                                            Best,
                                             Harini Dedhia
                                             Head of Research