In Altius Telecom Infrastructure Trust Part I, I valued Altius during its integration phase with a deliberately conservative lens.

At the time, I assumed the trust would need a settling-in period after absorbing the American Tower Corporation India portfolio, now called Elevar. My base case was cautious: distributions could initially land somewhere around ₹10–₹12 per unit while the combined platform stabilized.

That assumption now looks too conservative.

FY26 gave us the first real evidence that the cash-flow engine is already operating at a higher level than I had underwritten.

Altius delivered a full-year distribution per unit of ₹15.60.

That single number resets the baseline.

This is not a speculative projection. It is audited, cash-backed distribution history. The trust did not merely clear the old conservative hurdle; it established a new starting point for the valuation model.

Adjusted revenue rose 25.2% year-on-year to ₹122.62 billion. Cash EBITDA grew 18.9% to ₹83.01 billion. The weighted average lease expiry, or WALE, settled around 16 years, giving investors a long, contractually visible cash-flow runway.

The most important signal, however, came from what management refused to do.

When analysts pressed for forward DPU guidance, Managing Director Munish Seth and CFO Rahul Katiyar avoided the usual market-pleasing projection game. They pointed to the industry expectation of roughly 366,000 new tenancies over five years, but declined to offer speculative DPU targets.

That restraint matters.

For traders, no guidance feels like uncertainty.
For long-term investors, it can be useful discipline.

It forces the valuation back to first principles: start with the actual FY26 distribution of ₹15.60, then model the compounding engine using the commercial mechanics of the tower business.

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Wakefit reported FY26 revenue from operations of ₹14,889 million, i.e. ₹1,489 crore. In USD, that is approximately $155 million. Whereas the TAM is really big, they are just scratching the surface.

One can argue this is not winner take all market but can Wakefit become 10x bigger from current 0.33%–0.35% of India’s total home-furnishings market to 3.5% of home furnishing market ? 4x bigger from 3.5%–3.9% of the total mattress market to 13-15% of matter market in 10 years from now ? i think its possible and remember the market itself is growing 10-11% CAGR. One can argue this is a tall task too even then growing 15-20% CAGR in the next 10 years i think is possible we will have to take that and see if wakefit is pricing in what growth today.

Wakefit’s growth no longer looks like pure cash-burn growth. Revenue has compounded well, operating EBITDA has turned meaningfully positive, and most importantly, operating cash flow has improved sharply. FY26 revenue from operations was ₹1,489 crore, operating EBITDA was ₹112 crore, PBT after exceptional items was ₹91 crore, and reported PAT was ₹189 crore — though FY26 PAT includes the benefit of a ₹98 crore deferred tax asset, so headline PAT overstates clean profitability.

Market Cap₹ 4,422 Cr.

Receivables: rising fast, but still not alarming.

DSO means “days sales outstanding” — in simple words, how many days of sales are stuck as unpaid customer/channel dues.

Above table is a sign of very well run business.

Why is DSO still so low? Because Wakefit’s model is still heavily D2C / owned-channel / online-led, where the customer typically pays upfront or near-upfront. Marketplace receivables also usually settle quickly. Receivables become a bigger issue when sales move through MBOs, distributors, offline retail partners, institutional sales, or credit-based B2B channels. So a 10–22 day DSO is actually quite low for a consumer business with offline expansion. I think as they keep expanding business more offline we will see DSO inching up but still not by much due to their business model which we will talk about later.

My bottom line is that Wakefit looks investable as a scaled omnichannel consumer brand with improving unit economics and genuine free-cash-flow potential, but it should be underwritten as a mid-single-digit sustainable margin business, not a structurally high-margin consumer platform. The moat is real but moderate: brand + supply chain/process design + omnichannel distribution + customer data. There is no true network effect. Sustainable profits look plausible; structurally high-return, very high-margin profits look less plausible. (we will consider this while valuing the business)

The competitive structure is fragmented in this market as it can never become winner take all due to no network effect - but the better way to think about it is by model, not just by brand list. Traditional incumbents such as Sheela Foam / Sleepwell / Kurlon dominate the organized mattress market through broad dealer networks. Newer Indian peers such as Duroflex / Sleepyhead compete across sleep and adjacent categories. Furniture-led players such as IKEA, Royaloak, Pepperfry, Urban Ladder, Godrej Interio, and Home Centre compete on assortment, price architecture, experience, and real-estate footprint. The DRHP specifically identifies Wakefit, Duroflex, Comfort Grid Technologies, and Urban Ladder as important D2C players in the home-furnishings segment, while also listing major organized peers such as Sheela Foam, Ikea India, D’Décor, Royaloak, Lifestyle International, and Godrej & Boyce.

The more I look at the industry, the more it looks like a fragmented, competitive, non-winner-take-all market. That makes the upside possible, but not obvious enough for me to spend more time on it.

I think wakefit has the potential to do good but honestly, this is the point where I start losing interest in the thesis — not because Wakefit is a bad company, but because the industry itself is highly competitive and fragmented. Mattresses, furniture and home furnishings are not winner-take-all markets. Many brands, offline retailers, local players, marketplaces, and large incumbents can coexist. So even if Wakefit grows, I am not sure the business will enjoy the kind of deep moat or dominant economics I look for. And as investors, we do not need to make money from every listed company. We only need a handful of exceptional businesses bought at sensible valuations to create serious wealth.

END OF ANALYSIS : I’ll come back with some better business next time.

For a long time, the biggest bear case against investing in AI infrastructure companies went like this: “GPUs have the shelf-life of a banana.”

Skeptics argued that because NVIDIA drops massive architectural leaps every two years, an expensive data center filled with current-generation chips would become an obsolete, multi-million-dollar paperweight in no time. For specialized cloud providers, this meant agonizingly short windows to recoup massive capital expenditures (CapEx).

But a major structural evolution is happening in how AI workloads are handled—specifically, the disaggregation of prefill and inference. As venture capitalist Gavin Baker recently highlighted, splitting these processes stretches a GPU’s useful life from 2–3 years to potentially 10 to 15 years.

If you are tracking the Indian stock market, there is one pure-play listed company perfectly positioned to catch the windfall of this architectural shift: E2E Networks Limited (NSE: E2E).

The Core Catalyst: How Prefill Disaggregation Rescues “Older” Tech

When an AI model processes a prompt, it goes through two distinct software phases:

1. The Prefill Phase: Reads and processes your entire massive block of text/context. This requires intense parallel processing power.

2. The Decoding/Inference Phase: Outputs the answer one word at a time. This relies heavily on memory bandwidth.

Historically, one GPU did both. Now, data centers are physically splitting them up into different server clusters.

[ Massive Prompt Context ] ──> [ PREFILL CLUSTER ] ──> [ DECODING CLUSTER ] ──> [ Fast Token Output ]
                               (e.g., A100 / H100)       (e.g., Blackwell B200)
                                Absorbs CapEx Shock      Handles Live Generation

Because the prefill phase doesn’t strictly require the bleeding-edge memory bandwidth of tomorrow’s chips, older architectures like the NVIDIA A100 or H100 can handle prefill workloads perfectly. Instead of facing rapid obsolescence, these chips can remain productive, revenue-generating workhorses for over a decade.

Why This Completely Flips the Script for E2E Networks

As an Elite NVIDIA Partner and India’s premier AI-First Cloud Platform, E2E Networks has been aggressively expanding its capacity. Over the last fiscal year, they commissioned over ₹1,185 crores in GPU infrastructure, building out a massive fleet of H100s, H200s, and upcoming Blackwell B200 chips.

Here is why extending the life of these assets is a massive structural win for E2E’s business model and its balance sheet.

1. From Destructive Depreciation to Massive Free Cash Flow

Building a GPU cloud requires heavy upfront borrowing and cash outlay. When the market assumed a GPU was obsolete in 3 years, E2E theoretically had to amortize and recover that massive cost lightning-fast just to break even before the next chip cycle.

With prefill disaggregation, the useful life of E2E’s massive built-out cluster of A100s and H100s stretches dramatically out into the 2030s. Once those chips pay off their initial lease or loan facilities over the first few years, they turn into absolute free-cash-flow printing presses for the remainder of their 10+ year lifespan.

2. Lowering the Cost of Capital via Private Credit

E2E Networks has been actively utilizing debt and lease facilities to fund its ambitious infrastructure expansion.

Because the global risk profile of GPUs is shifting from “highly volatile tech hardware” to “long-term infrastructure assets,” lenders and private credit institutions can look at E2E’s balance sheet with far greater confidence. Lower asset risk means E2E can command significantly better loan terms and a lower cost of capital, allowing them to scale up India’s sovereign AI capacity at a much lower cost.

3. Pricing Dominance for Indian Startups & Enterprises

E2E’s primary edge over global hyperscalers (like AWS or Azure) is its cost efficiency and direct local INR pricing. By running a tiered, disaggregated architecture, E2E can pass massive savings down to the Indian tech ecosystem:

• They can offer ultra-cheap, highly efficient Prefill-as-a-Service using their mature A100/H100 clusters.

• They can route the generation step to their premium, newly onboarded Blackwell B200 clusters.

This pricing flexibility makes it incredibly difficult for global competitors to undercut them on local soil, all while keeping India’s data strictly sovereign and compliant with local DPDP laws.

The Takeaway

The market has been pricing AI infrastructure companies as if they are high-risk hardware cycles. But as software architectures adapt to save hardware from its own speed, companies like E2E Networks transition from volatile tech plays into something far more lucrative: modern digital utilities.

With an asset base that suddenly lasts three to four times longer than previously feared, E2E Networks’ long-term runway looks structurally stronger than ever.

Disclaimer: This post is for informational and educational purposes only and should not be construed as financial or investment advice. Always consult with a certified financial advisor before making any investment decisions.

El Niño 2026 is not yet 1877. But if the Pacific, Indian monsoon, and Middle East fertilizer shock all go wrong together, this becomes one of those macro trades where weather quietly walks into your portfolio and starts moving prices.

Not necessarily Nifty crashing. Not necessarily some apocalypse trade. But food inflation, agri commodities, fertilizer costs, rural demand, government intervention, and sector rotation — all of that can become very real.

And as investors, we do not need to predict the exact rainfall in Barabanki or Anantapur. We need to know where the risks are building, what the market might price first, and where we should not be stupid.

So let us unpack it.

First: what the hell is El Niño?

El Niño is basically a warming of the central and eastern Pacific Ocean near the equator.

Normally, winds push warm water toward the western Pacific. During El Niño, those winds weaken, warm water shifts eastward, and the entire global weather machine gets disturbed.

For India, the big issue is this:

El Niño often weakens the Indian monsoon.

Not always. Not mechanically. Not with 100% certainty. But enough times that India, inflation, agriculture, and markets have to pay attention.

Why? Because India is still a monsoon economy pretending to be a services economy.

The monsoon gives roughly 70% of India’s annual rainfall. Agriculture may be “only” around 18% of GDP, but rural livelihoods, food prices, political pressure, fertilizer demand, FMCG volumes, two-wheeler demand, tractors, banks, NBFCs, sugar, edible oil, rice, pulses — all of this is connected to rain.

So when the Pacific starts warming, an Indian investor should not say, “Nice science bro.”

He should say:
“Okay, what does this do to food, fertilizer, rural demand, and inflation?”

What are recent reports saying about 2026?

The official forecast stack is now leaning strongly toward El Niño developing in 2026.

NOAA says El Niño is likely to emerge around May–July 2026 and continue through the Northern Hemisphere winter. IRI’s forecast also gives high probabilities of El Niño through the rest of 2026. ECMWF/Copernicus has flagged a strong signal in its seasonal forecast. Australia’s Bureau of Meteorology says the Pacific is warming, with the event likely at least moderate and possibly strong. IMD has already forecast India’s 2026 southwest monsoon at around 93% of the long-period average, which is below normal.

Now, 93% of LPA is not a famine forecast. It is not 1877. It is not “sell everything and buy rice bags.”

But it means the weather risk has moved from background noise to macro variable.

And in markets, that matters.

Because once the market starts believing that rainfall may disappoint, the first moves usually happen in expectations: edible oils, pulses, sugar, fertilizers, rural consumption, and inflation-sensitive sectors.

The market does not wait for the farmer to harvest. It starts repricing the probability tree.

Why is everyone suddenly talking about 1877?

Because 1877 was one of the nastiest El Niño years in recorded history.

The 1877–78 El Niño was among the strongest known events. Historical climate reconstructions show very high sea-surface temperature anomalies in the Niño regions. For India, the outcome was brutal: IMD’s drought climatology places 1877 as India’s worst all-India drought year, with about 33% deficiency in Indian summer monsoon rainfall.

That is massive.

To put it simply: if normal monsoon is the economy’s water salary, 1877 was like the salary got cut by one-third.

And remember, 1877 was not just a climate event. It was tied to famine, crop failure, colonial-era administrative failure, grain stress, and huge human suffering.

So when someone says “1877-like El Niño,” do not treat it as just a spicy Twitter phrase. It is a very high bar.

Is 2026 really going to be like 1877?

My honest answer: probably not as the base case. But the tail risk is real.

The current official forecasts suggest high probability of El Niño. Some models show a meaningful chance of a strong event. But to become truly 1877-like, we need more than just “El Niño.”

We need:

1. A very strong Pacific warming event.

2. The wrong spatial pattern — especially eastern-Pacific warming that is more hostile to India’s monsoon.

3. Strong ocean-atmosphere coupling.

4. Poor Indian rainfall distribution during sowing months.

5. No offset from positive Indian Ocean Dipole or other supportive factors.

6. Policy and supply-chain stress making food/fertilizer shocks worse.

That is a lot of things going wrong together.

So my working number would be this:

Chance of El Niño in 2026: high.
Chance of strong El Niño: meaningful.
Chance of a truly 1877-like India outcome: maybe 10–25%, with my base estimate around 15%.

This is not an official probability. This is an investor’s probability.

Meaning: not high enough to panic, but high enough that ignoring it is dumb.

The real India risk: not just less rain, but bad timing

Investors often make one mistake with monsoon.

They look only at the all-India rainfall number.

But agriculture does not care only about the final score. It cares about the over-by-over scorecard.

A monsoon can end at 95% of normal and still hurt farmers if rain is late, badly distributed, or missing during sowing windows.

For kharif crops, June and July matter a lot. If rains arrive late or remain patchy, sowing gets delayed. If there is too much rain later, it may not fully repair the damage. For rabi crops, weak monsoon means lower soil moisture and weaker reservoir recharge.

So the sequence matters:

El Niño → weak or uneven monsoon → sowing stress → lower crop output → food inflation → policy response → market rotation.

That is the trade chain.

Crop impact: where the pain can show up

Rice

Rice is the big one.

Kharif rice depends heavily on monsoon rains. Weak rainfall can delay transplanting, reduce acreage, or hurt yields. If rice gets hit badly, the government becomes very active because rice is politically sensitive.

Expect export controls, stock limits, procurement action, or import/export policy changes if stress builds.

For investors, rice itself is hard to trade cleanly, but rice stress affects inflation expectations and rural income.

Pulses

Pulses are always a sensitive inflation item in India.

Tur, urad, moong, chana — these can move violently when rainfall disappoints. India is structurally vulnerable in pulses because domestic supply is not always enough and imports cannot always solve the problem instantly.

A bad monsoon can first hurt kharif pulses and later affect rabi pulses through soil moisture.

So pulses are an inflation risk and a political risk.

Oilseeds

This is where things get interesting for investors.

Soybean, groundnut, mustard/rapeseed — these are vulnerable to rainfall and acreage patterns. If domestic oilseed output disappoints, India needs more edible oil imports.

India already imports a large share of its edible oil needs. So if domestic oilseed output is weak and global edible oil prices are firm, India gets squeezed.

This is why I think the edible oil complex may be one of the cleaner ways to think about the El Niño trade.

Sugarcane

Sugarcane is water-hungry.

It is partly irrigated, yes, but reservoir levels and groundwater matter. If the monsoon disappoints, sugarcane yields and recovery rates can suffer. That can tighten sugar supply and affect sugar company earnings, export policy, ethanol blending economics, and government intervention.

Sugar stocks are never just sugar stocks. They are weather + politics + ethanol + working capital + cyclicality.

Handle with care.

Wheat

Wheat is rabi, so people may think El Niño does not matter.

But weak monsoon can reduce soil moisture and reservoir availability going into the winter crop. If that is followed by heat stress near harvest, wheat becomes vulnerable.

So wheat is a second-round risk.

Not the first domino, but definitely in the chain.

Now add Iran war and fertilizer shortage: this is where the story becomes dangerous

A normal El Niño year is already enough to create food inflation risk.

But 2026 has another ugly layer: Middle East conflict and fertilizer stress.

India depends heavily on imported fertilizer and fertilizer inputs. Urea, DAP, ammonia, sulfur, LNG, shipping routes — a lot of this has Middle East exposure.

If the Iran crisis disrupts the Gulf, Strait of Hormuz, LNG, freight insurance, or fertilizer shipments, then India faces a double problem:

Bad weather raises the need for good farm execution.
But fertilizer becomes expensive or harder to source exactly when farmers need it.

That is the bad combination.

Think of it like this. In a weak monsoon year, farmers need timely sowing, timely fertilizer application, and good irrigation support. But if fertilizer prices spike, imports are delayed, or subsidies become stretched, then the system becomes fragile.

The government can absorb some of this through subsidies. But subsidy is not magic. It hits fiscal math, working capital, company receivables, and policy uncertainty.

If urea, DAP, ammonia, sulfur, LNG, and freight all remain stressed, then El Niño does not just become a crop story. It becomes:

food inflation + subsidy burden + current account pressure + rural demand risk + corporate margin risk.

That is much more market-relevant.

How to trade this as an Indian investor

Let me be very clear.

Do not YOLO into some random agri stock because you read “El Niño” on Twitter.

Weather trades are dangerous because forecasts change, government intervenes, and liquidity can vanish.

But there are sensible buckets to watch.

1. MCX crude palm oil / edible oils

This is probably one of the cleaner commodity expressions.

Why?

Because India imports a lot of edible oil. If Indian oilseed output is threatened and global palm/soy/sunflower oil markets are tight, edible oil prices can react.

MCX crude palm oil can become interesting if:

• monsoon onset is delayed,

• rainfall distribution is weak in oilseed belts,

• soybean/rapeseed acreage looks stressed,

• palm oil imports remain low because prices are high,

• global edible oil prices stay firm.

But this is not a blind long. This is a staged trade.

The better framework:

Starter position on forecast confirmation.
Add only if June–July rainfall disappoints.
Add again only if crop data confirms stress.
Exit or cut if monsoon distribution improves.

Weather trades punish ego.

2. Fertilizer stocks

This bucket is tricky.

Many people think fertilizer shortage means fertilizer stocks go up. Not always.

There are two different stories:

Urea players

Regulated urea producers can be defensive because government wants supply security. But upside may be capped by regulation and subsidy delays.

DAP/NPK/import-linked players

These can face margin pressure if imported inputs spike and subsidy does not adjust fast enough. Companies with better sourcing, lower working capital stress, and strong balance sheets are safer.

So the trade is not “buy all fertilizer stocks.”

The trade is:

Who benefits from supply security, and who gets hurt by imported input inflation?

That distinction matters.

3. Sugar stocks

Sugar can benefit from tighter supply expectations, but government intervention is a permanent overhang.

If cane output weakens, sugar prices can rise. But the government may restrict exports, control prices, or adjust ethanol policy.

So sugar is tradable, but not clean.

The market often gives sugar stocks a weather premium, then takes it away when policy enters the room.

4. Rural demand stocks

This is the negative side.

If monsoon disappoints badly, rural income weakens. That can hurt:

• two-wheelers,

• tractors,

• rural FMCG,

• microfinance,

• some NBFCs,

• discretionary consumption in rural/semi-urban markets.

But again, not all at once. If government support increases, some of the demand shock may be cushioned.

The market will first react to rainfall and sowing data, then to company commentary.

5. Food inflation beneficiaries and losers

If food inflation rises, the obvious losers are consumers and policymakers.

But markets rotate.

Companies with pricing power can survive. Companies with raw material exposure can get squeezed. Quick-service restaurants, packaged food, staples, edible oil processors, dairy, poultry feed, agrochemicals — all need to be analyzed separately.

Inflation does not hit everyone equally.

What about the stock market historically?

This is important.

El Niño does not automatically mean Nifty falls.

Look at recent history.

In 2014, El Niño risk was present, but Indian equities rallied massively because the market was driven by political change, reform hopes, and valuation rerating.

In 2015, the monsoon was weak and El Niño was stronger; the market struggled.

In 2018–19, weak El Niño conditions did not create a massive equity disaster.

In 2023–24, we had a strong global El Niño, but Indian equities still did well because domestic liquidity, capex, earnings, and macro confidence dominated.

So the lesson is:

Do not trade El Niño through a simple “short Nifty” button.

That is too crude.

The better trade is sector rotation.

Historically, El Niño matters more through:

• food inflation,

• rural demand,

• rate expectations,

• fertilizer subsidy pressure,

• commodity prices,

• crop-specific shortages,

• government policy response.

The index may ignore El Niño if liquidity and earnings are strong. But sectors will not ignore it.

My investor playbook for 2026

Here is how I would think about it.

Phase 1: Now to monsoon onset

This is the probability phase.

Track NOAA, IMD, IRI, BoM, ECMWF updates. Watch whether the forecast keeps strengthening. Do not over-position yet.

Best trades: small, risk-defined, optionality-style trades.

Phase 2: June to early July

This is the sowing phase.

Watch monsoon onset, rainfall distribution, reservoir levels, and sowing data.

If rains are late or patchy, edible oils, pulses, fertilizer, and sugar become more interesting.

If rains are decent, reduce the weather panic trade.

Phase 3: July to August

This is the confirmation phase.

By now, the market will know whether this is just a scary forecast or a real crop problem.

This is where bigger money moves.

If rainfall deficit persists, then commodity and sector trades become more credible.

Phase 4: September onward

This becomes a policy trade.

By harvest time, the question shifts from “Will crops be hit?” to “What will the government do?”

Expect possible moves on:

• imports,

• export bans,

• stock limits,

• fertilizer subsidies,

• edible oil duties,

• rice/wheat buffer stocks,

• sugar exports,

• ethanol policy.

Policy can make or break the trade.

What I would personally watch every week

If I had to keep a simple dashboard, I would track:

1. Niño 3.4 sea-surface temperature anomaly.

2. NOAA/IRI ENSO probability updates.

3. IMD monsoon progress and rainfall departure.

4. Rainfall distribution by region, not just all-India number.

5. Reservoir levels.

6. Kharif sowing data.

7. Palm oil, soybean oil, and sunflower oil prices.

8. Urea, DAP, ammonia, sulfur prices.

9. INR and crude oil.

10. Government policy announcements on food and fertilizer.

This is enough. You do not need to become a meteorologist.

You just need to know whether the risk is increasing or fading.

The 1877 comparison: useful, but dangerous

1877 is useful as a warning.

It tells us what a truly extreme El Niño plus monsoon failure can do.

But it is dangerous if we use it as clickbait.

Because 2026 is not yet 1877. The Pacific has not yet delivered the same realized extreme. India’s rainfall has not yet collapsed. Forecasts are probabilities, not destiny.

So the intellectually honest view is:

Base case: below-normal or stressed monsoon risk.
Bull case for India: El Niño develops but monsoon distribution remains manageable, possibly helped by other ocean patterns.
Bear case: strong eastern-Pacific El Niño + poor rainfall distribution + fertilizer shock + energy/freight stress.
Disaster tail: 1877-style monsoon failure. Low probability, high impact.

That is how investors should think.

Not binary. Probabilistic.

Final thought over the beer

The mistake most investors make is they wait for the headline.

“Drought declared.”
“Food inflation spikes.”
“Government bans exports.”
“Fertilizer subsidy increased.”
“Palm oil imports surge.”

By then, the first move is often gone.

The smarter way is to watch the chain before the headline:

Pacific warming → monsoon risk → sowing stress → crop balance → import need → price move → policy response → equity rotation.

That is the trade.

And the scariest part of 2026 is not El Niño alone.

It is El Niño meeting a world where fertilizer, energy, freight, and geopolitics are already tight.

Weather can hurt crops.
War can hurt fertilizer.
Together, they can hurt food security.

For Indian investors, this is not a reason to panic.

It is a reason to prepare.

Keep position sizes sane. Respect government intervention. Do not use leverage like an idiot. And remember: in weather trades, the market does not reward the person with the strongest opinion. It rewards the person who updates fastest when the rain actually arrives — or does not.

Not investment advice. This is a framework for thinking about risk, commodities, and sector rotation. Weather and commodity trades can reverse violently.

Hey everyone! Welcome back to another monthly update. If you’re new here, this is where I crack open the portfolio, show you what I’m buying, what I’m selling, and just generally talk through what I’m seeing in the market right now.

Let’s grab a coffee and get into it.

The Big Picture: Market Thoughts

Before we dive into the specific trades, let’s talk about the vibe right now. The market has been... interesting.

VIX has crept back up to 16, and it feels like everyone is holding their breath waiting for the conflict in Iran to resolve.

But here’s the thing: crude oil hasn’t corrected much. It’s actually been grinding higher with the Strait of Hormuz still closed, and I personally feel this situation is far from over.

If you’ve read my last couple of posts, you know I’ve been trading crude whenever “it dips on hopes of a potential ceasefire or US-Iran negotiations”. But those talks just aren’t materializing. Worse, the Iranians aren’t even showing up to the table—instead, we just saw Iran’s FM Araghchi meeting with Putin.

Meanwhile, the US markets are operating in their own little bubble. They seem completely detached from global geopolitics, completely absorbed by the massive investments pouring into the AI infrastructure boom and Korean markets are behaving like our manipulated SME index.

KOSPI is up 190% in last one year and why it shouldn’t be ?

Samsung reported $220 billion net income this year.

SK Hynix reported $120 billion net income this year.

For comparison: Do you know what is the defence budget of India ?

~$85.6 billion.

Fund managers who sold you india story were just fools or fooling you in my view, we have nothing to offer to the world today and our government is busy investing in statues.

and we can’t ignore reality i think US and Iran are into forever war: sustained high crude prices are terrible for the global economy, and especially for India. It’s already pressuring our currency and driving up inflation (have you noticed LPG prices lately?). The government won’t be able to suppress fuel prices forever, and when they inevitably go up, it’s not going to be great for the broader economy or the markets.

This macro backdrop is exactly why I’ve been actively trying to build a more defensive portfolio. Keeping all these risks in mind, I’ve made some key adjustments—mainly increasing my weightage in KRT REIT and trimming profits on my QSR (Quick Service Restaurant) plays.

I’m still super bullish on my core growth bets: E2E, Entero, and IKS Health. All of them are growing north of 30%. (If you want the deep dive on those, just Google “dhruva + [company name]” to find my dedicated thesis posts).

Read more

If you’ve been following the Indian listed healthcare tech space, you know that IKS Health has been quietly building a massive business in the background. But last week, they stepped into the spotlight and dropped a $557 million bomb.

IKS Health (listed on NSE/BSE) announced it is acquiring NASDAQ-listed TruBridge.

At first glance, it looks like a standard M&A headline: Big company buys slightly smaller company to get bigger. But if you pop the hood and read through CEO Sachin Gupta’s investor call transcript, you realize this isn’t just an acquisition. It is a strategic masterclass in building an impenetrable moat in the era of AI.

Let’s break down why IKS Health is taking on $600 million in debt to pull this off, and how they plan to triple their EBITDA to ₹3,000 Crores by FY30. Grab your coffee. ☕

The Two Halves of the Brain: Record vs. Action 🧠

To understand this deal, you need a quick mental model of how US hospital tech works. It’s broadly divided into two buckets:

1. The System of Record (The Memory): This is the Electronic Health Record (EHR). It’s the foundational database holding all patient data, medical history, and clinical context. The big boys here are Epic and Cerner (now Oracle), but they focus on giant hospital networks.
2. The System of Action (The Muscle): This is the layer that actually does the work. Medical coding, revenue cycle management (RCM), clinical documentation, and ambient scribing.

For the last 18 years, IKS Health has been building the ultimate System of Action. They delegate “chore tasks” away from doctors so they can focus on their core job: treating patients.

But IKS realized a fundamental problem. As a System of Action, they always had to integrate with someone else’s System of Record via APIs. This creates friction, latency, and restricts how deeply you can automate things.

The Holy Grail? Owning both.

Enter TruBridge: The Rural Healthcare Kingpin 🤠

IKS couldn’t just buy a massive EHR player in the urban markets—they’d go to war with giants like Epic, whom they currently partner with. They needed a niche.

They found TruBridge.

TruBridge is the dominant EHR provider for US rural and community hospitals, specifically the tiny ones (0-50 beds).

• The Market: 2,200 rural hospitals in the US driving $164 Billion in revenue. 20% of America lives here.

• The Moat: TruBridge has a 40% market share in the 0-50 bed segment, serving around 700 hospitals.

• The Synergy: IKS traditionally serves ambulatory care (physician clinics). TruBridge serves rural hospitals. Zero customer overlap.

The “Aha!” Moment: The AI Flywheel 🤖

This is where the deal goes from “good” to “genius.”

Everybody is talking about Generative AI. But Generative AI is basically a super-smart intern—it needs context to be useful. If IKS wants to build autonomous, “agentic” AI that can do medical coding and predict insurance denials in real-time, they need a proprietary training corpus.

By owning TruBridge’s EHR, IKS gets direct, real-time access to longitudinal, compliant, de-identified patient data. They can link clinical context (what the doctor saw) with actions taken (what was billed) and outcomes achieved (whether the insurance paid).

They aren’t just selling SaaS anymore. They are building an AI-first healthcare operating system that learns natively inside the hospital’s backbone. If GenAI is the engine, TruBridge’s EHR data is the proprietary crude oil.

The Financials: Debt, Whitespace, and ₹3,000 Cr Dreams 💰

Let’s look at the math, because this isn’t a cheap date.

• The Deal: $557M Enterprise Value ($427M equity + inheriting $130M debt).

• The Leverage: IKS is taking its total debt to roughly $600M (at SOFR + 275 bps). That pushes their leverage to ~3x EBITDA. A bit spicy, but manageable.

• The Accretion: The deal is instantly EPS accretive in Year 1. Pre-synergies, the combined entity will generate ~$698M in revenue and $186M in EBITDA.

So, how do they pay down that debt? The Whitespace.

TruBridge is a great software company, but they historically sucked at global delivery. They tried to build an offshore human-in-the-loop operation twice and failed. IKS, on the other hand, is a beast at this, with 17,000+ employees and a highly optimized US-India delivery model.

Right now, TruBridge has 700 hospitals using its EHR, but only about 230-240 of them buy its Revenue Cycle Management (RCM) services.

That leaves an immediate, low-hanging $450 million cross-sell opportunity. IKS can walk into those remaining hospitals and say, “Hey, you already use our EHR. Let us handle your billing, coding, and scribing too.” And because the buyer for both is the exact same person (the hospital CEO/CFO), there is almost zero sales friction.

Add in cost synergies (delisting TruBridge from NASDAQ, optimizing G&A, moving operations offshore), and IKS management has set a “True North” goal: Triple their EBITDA to ₹3,000 Crores (~$360M) by FY30.

The Bottom Line 📉

IKS Health is making a textbook “platform play.”

They are acquiring a sticky, mission-critical infrastructure asset (the EHR) in a niche but highly lucrative market (rural healthcare). They will use their massive global delivery engine to fix TruBridge’s margin leaks, cross-sell their own high-margin “action” tools (like IKS Scribble and TruCode), and use the combined data to train healthcare-specific Small Language Models (SLMs).

It’s an aggressive bet funded by debt, but if they pull it off, IKS won’t just be an outsourced service provider anymore. They will be the underlying operating system powering rural American healthcare.

My estimation of net earnings by FY30:

Addendum: Estimating the FY30 Net Profit 🧮

Read more

In this i will touch upon why Oil could go up > $100 due to supply disruption - so that if you are long it makes ample sense to hold on to the trade.

Basically commodity markets are governed by a ruthless, inescapable law: the market must clear. For paper assets, a lack of buyers just means the price gaps down. But for physical commodities—the stuff that powers planes, creates plastics, and cooks food—the daily accounting is physical. Supply plus inventory withdrawals must equal consumption plus inventory builds.

When a massive supply shock hits, the system relies on a well-understood sequence of shock absorbers:

1. Turn on the spare capacity.

2. Drain the storage tanks.

3. Raise prices until demand screams and dies.

But what happens when the first shock absorber doesn’t exist, and the third one is lying to us?

A leaked internal flash note from J.P. Morgan’s Commodities Research desk (aptly titled “Simple math”) recently made the rounds on Wall Street. It breaks down the current reality of the Strait of Hormuz closure.

The numbers are terrifying, but it’s JPM’s structural conclusion that should have policymakers sweating. Here is a breakdown of what the smartest guys in the room are seeing.

The Illusion of Spare Capacity

The closure of the Strait of Hormuz removed 9.1 million barrels per day (mbd) of global supply in March. By April, that crater widened to 13.7 mbd.

Normally, step one is activating spare capacity. But the geopolitical reality of the Hormuz closure means that almost all of the world’s spare capacity—concentrated in Saudi Arabia and the UAE—is trapped behind the blockade. The world’s traditional shock absorber has been effectively amputated.

What about the US? We are the marginal supplier, but US shale is a supertanker, not a speedboat. As JPM notes, even at sky-high prices, meaningful supply response takes 3 to 6 months just to squeeze out an extra 0.3 to 0.7 mbd. Russia is tapped out, fighting its own infrastructure fires and struggling to maintain current output, let alone boost it.

The cavalry isn’t coming.

Draining the Strategic Bathtub

With production tapped out, the market aggressively pulled the second lever: inventories.

JPM estimates that commercial and strategic inventories drew down by 4.0 mbd in March. In April, that number skyrocketed to an extraordinary 7.1 mbd.

Let that sink in. We are draining global storage at a rate of over 7 million barrels every single day. And because product stock visibility is historically opaque, JPM admits the actual drain could be materially worse. You can only burn the furniture to heat the house for so long.

The Phantom “Demand Destruction”

This is where the JPM note drops its most crucial insight.

Observed global oil demand fell by 2.8 mbd in March and is tracking a massive 4.3 mbd decline in April. For context, during the absolute depths of the 2009 Global Financial Crisis, demand only fell by 2.5 mbd.

Usually, when demand craters this hard, it’s because prices have gone parabolic. But they haven’t. Realized Brent futures hovered just under $100/bbl in March and April. While physical product prices have spiked, crude prices alone do not explain a 4.3 mbd collapse in consumption.

So, what is happening?

It is not “demand destruction.” It is forced demand loss. > “Physical shortages are constraining actual consumption, so what appears to be demand destruction is a supply loss showing up on the demand side of the ledger.” — JPM Commodities Research

People aren’t choosing to drive less or manufacture less because oil is too expensive. They are consuming less because the barrels physically do not exist in their region. ### Who is Taking the Pain?

Right now, the pain is highly localized. According to the note, 87% of the total 4.3 mbd demand hit is concentrated in the Middle East, Asia, and Africa.

• The Middle East is the epicenter of the disruption.

• Asia is starving for Gulf crude and refined products, specifically petrochemical feedstocks. Shortages of LPG, ethane, and naphtha have forced Asian plants to slash operating rates or shut down entirely.

• India saw its March LPG consumption fall by 13% YoY—a devastating metric considering LPG is a primary cooking fuel.

• Africa, historically reliant on Gulf middle distillates and carrying practically zero fiscal buffer, is simply being outbid by desperate Asian buyers. They are priced out of the modern economy.

The Bottom Line: The West is Next

Here is the “Simple Math” that gives the note its title, and it is a stark warning for the West.

We are missing roughly 14 mbd of supply.
We are draining inventories by roughly 8 mbd (being aggressive).
We are losing 4.3 mbd of demand in emerging markets.

We are still short ~2 mbd.

The emerging markets and the petrochemical sectors have taken all the beatings they can take. They are tapped out. The math dictates that the remaining balance must come from the West.

Europe and the United States will have to participate in the demand destruction. Europe is already feeling the pinch in diesel and jet fuel. The Americas are currently insulated by domestic supply and strategic buffers, but as summer driving season approaches, that insulation will burn off.

To force the US consumer to stop driving, and to force the European consumer to stop flying, prices will have to rise significantly higher than $100 a barrel.

The market must clear. And right now, it’s coming for your wallet to do it.

Enjoy this breakdown? Make sure to subscribe for more deep dives into the plumbing of global energy, macro markets and Indian listed stocks.

My previous deep dive on E2E (mentioned below)

In Indian markets If you want to play the current state of the AI infrastructure race, look no further than E2E Networks. In an era where sovereign AI capabilities and enterprise compute shortages dominate the headlines, E2E’s Q4 FY26 earnings call painted a vivid picture of a company transitioning from a niche cloud provider to a critical pillar of India’s AI factory.

As Managing Director Tarun Dua aptly put it during the earnings call, the world of compute is currently divided into the “haves and have-nots” — and right now, E2E sits firmly in the camp of the haves.

Backed by a recent 21% stake acquisition from engineering giant L&T and armed with a freshly announced 1:10 stock split, the company is aggressively scaling its footprint. Here is a deep dive into E2E’s Q4 results, the management’s strategic forward commentary, and a reality check on how the market is valuing this GPU neocloud as we head into the highly anticipated Blackwell generation.

The Q4 FY26 Results: Hyper-Growth Meets Heavy Depreciation

E2E’s financials read exactly like you would expect for a hyperscaling infrastructure play in 2026: massive top-line growth, incredible operating leverage, and a bottom line heavily masked by aggressive hardware depreciation.

• Top-Line Explosion: Q4 FY26 operational revenue clocked in at ₹95.64 Crores. This represents a staggering 186% YoY growth and a 36.6% sequential QoQ jump. For the full FY26, revenue stood at ₹245.58 Crores, up nearly 50% year-over-year.

• Massive Operating Leverage: The company is throwing off serious cash at the operating level. Q4 EBITDA reached ₹58.10 Crores, translating to a massive 60.7% margin (an expansion of over 400 basis points QoQ).

• The Depreciation Drag: If you only look at the bottom line, you might miss the plot. For the full FY26, the company reported a net loss of ₹15.56 Crores. Management was quick to clarify that this is driven entirely by the steep depreciation curve of their GPU infrastructure investments (Q4 depreciation alone was over ₹51 Crores, consuming roughly 54% of revenue).

• The Turnaround: Despite the heavy depreciation, the core business is strongly cash-positive. Q4 saw a return to positive PAT (₹6.44 Crores) as scaling revenues finally began to outpace the depreciation drag.

• Utilization: The company reported a highly healthy GPU capacity utilization rate of ~80% entering March 2026 across their base of nearly 3,900 deployed GPUs.

Management Forward Commentary: Tokens, Asset-Light Models, and Blackwell

The Q&A session revealed several strategic nuances about how E2E is planning to navigate the next 12 to 18 months, proving they aren’t just a hardware-rental business.

1. The “Higher Value Token” Thesis

Rather than just focusing on asset turns or hourly rental rates, the management team is shifting the conversation toward the value of the tokens being generated. A standard internet search query generates a low-value token, while an AI model autonomously resolving a complex enterprise financial transaction generates a high-value token. E2E is aggressively improving its software stack (like its TIR platform) to help enterprise clients extract these high-value tokens. Why does this matter? Because customers generating high-value outcomes become far less sensitive to underlying hourly GPU prices, protecting E2E’s margins.

2. The L&T Partnership and Asset-Light Financing

Deploying thousands of next-generation GPUs is a brutally capital-intensive game. While E2E has utilized debt and equity so far, they are actively pursuing asset-light partnerships to scale without destroying their balance sheet. The Memorandum of Understanding (MoU) with Larsen & Toubro is the prime example. E2E is exploring models to monetize the GPU infrastructure built by L&T’s Vyoma data centers. Management noted this is an arms-length, non-exclusive arrangement, signaling they are open to acting as the high-margin “software and operations layer” for multiple infrastructure partners.

3. The Blackwell (B200) Deployment Timeline

The transition from Hopper (H100) to Blackwell (B200) is the most anticipated hardware cycle in tech history. E2E management confirmed that their first cluster of 1,024 B200 GPUs is targeted to go live by mid-May 2026, with another 1,024 cluster in the pipeline shortly after. By the end of FY27, management explicitly guided for a minimum capacity of 6,000 GPUs. Furthermore, management noted there is no negative pressure on current pricing; in fact, supply-demand imbalances are creating tailwinds that continue to inch spot prices higher.

Valuation: The Step-by-Step Math

Valuing a GPU neocloud requires projecting the yield-on-cost of its hardware and applying private-market multiples (like those seen with CoreWeave or Crusoe). Here is the detailed, step-by-step mathematical breakdown for E2E Networks based on their stated capacity expansion:

Step 1: 2025 Current Revenue Run-Rate (The Baseline)

• Actual Q4 FY26 ARR: Based on Q4 operational revenue of ₹95.64 Crores, the current annualized run-rate stands at roughly ~₹383 Crores (₹95.64 Cr × 4).

• Capacity vs. Realization: While the theoretical mathematical ceiling for 3,900 GPUs at standard peak rates is much higher, the actual ₹383 Crore ARR is grounded in reality. It reflects volume discounts on long-term enterprise contracts, partial-quarter deployments, and lower blended pricing on their older, non-H100 legacy nodes. We will use this grounded ₹383 Cr figure as our baseline.

Step 2: 2026 Blackwell Expansion & Legacy Compression

The mid-2026 rollout of Blackwell units fundamentally shifts the revenue profile:

• Legacy Compression (H100s/Others): Factoring in a conservative 15% price drop on the existing base as B200s enter the market, the current ₹383 Cr baseline compresses to roughly ₹325 Crores.

• Blackwell (B200) Yield: 2,048 B200 GPUs (1,024 active + 1,024 in process). Given the generational leap, assuming a premium blended yield of ₹328 to ₹375/hour at 80% utilization.

• B200 ARR per GPU: ₹23.4 Lakhs to ₹26.3 Lakhs (₹0.23 Cr to ₹0.26 Cr).

• B200 Total ARR: 2,048 GPUs × ₹0.23-0.26 Cr = ₹478 Cr to ₹534 Cr.

• RTX 6000 Pro Add-on: 128 units targeting pure inference workloads adds a marginal ~₹8 Crores.

Step 3: Total Projected 2026 Exit ARR

Combining the compressed legacy fleet (₹325 Cr), the fully ramped B200 fleet (₹478-₹534 Cr), and the RTX 6000s (₹8 Cr), E2E should exit 2026 with a total Annualized Run-Rate (ARR) of ₹811 Cr to ₹867 Cr (midpoint ~₹840 Crores).

Step 4: Applying Market Multiples & Scenarios

Presently, the market prices AI infrastructure neoclouds on Next Twelve Months (NTM) Revenue multiples rather than earnings due to hyper-growth and heavy depreciation (e.g., CoreWeave trading at 5-10x, Crusoe at 10-20x).

• The Intrinsic / Value Floor (~₹4,687 Cr): Stripping away the AI tech premium and evaluating this purely as a capital-intensive utility, pricing it strictly on a Return on Invested Capital (ROIC) model establishes a valuation floor of roughly ₹4,687 Cr.

• The Base Case (₹5,880 Cr - ₹6,720 Cr): The broader neocloud market currently prices at roughly 7x to 8x forward revenue. Applying this multiple to the midpoint 2026 exit ARR of ~₹840 Cr yields an Enterprise Value of roughly ₹6,300 Crores. Interestingly, the current NSE market cap (~₹5,800 Cr) sits right at the lower bound of this base case.

• The Bull Case (₹8,400 Cr - ₹10,080 Cr): If E2E can lock in its incoming 2,048 B200s and legacy nodes on 2-to-3-year, non-cancellable enterprise contracts, the market will reward that visibility. High-visibility providers command multiples of 10x to 12x forward revenue.

Final Summary :

E2E Networks is executing exactly as it should. They are digesting the heavy CapEx load of their initial buildout while preparing to command premium pricing for the incoming B200 supercycle.

Despite optical concerns around full-year net losses, the market is pricing E2E almost perfectly at its fair-value base case based on realistic revenue run-rates. The stock is floating comfortably above its intrinsic asset floor, fully supported by immense operating leverage (60%+ EBITDA margins). If management can successfully deploy the mid-May Blackwell clusters and shift towards enterprise customers seeking “high-value tokens,” the company is well-positioned to break into the bull case valuation territory over the next 12 to 18 months.

In the AI infrastructure race, it pays to be one of the “haves.”

A Note to My Readers:

If you are a regular subscriber to my blog post, you must have made an easy 40-50% on E2E already after my December blog post. I just hope subscribing to my blog post is adding value to your research process and portfolio performance.

I’ll continue to hold, and I think its a decadal story rather than a quick 2-3 year trading opportunity.

Disclaimer: I am not a SEBI-registered investment advisor. The information provided in this blog post is for educational and informational purposes only and should not be construed as investment advice, stock recommendations, or a solicitation to buy or sell any securities. I hold positions in E2E Networks, and my views may be biased. Investments in the securities market are subject to market risks. Please consult with a qualified financial advisor and conduct your own due diligence before making any investment decisions.

If you look at global equities right now, you’d think world peace was just a signature away.

Today, the Nifty 50 zoomed past 24,550, tacking on nearly 1% in a massive relief rally. Wall Street is eagerly bidding up risk assets, and WTI crude is hovering around the mid-$80s. The mainstream financial media is peddling a very specific narrative: The US and Iran are meeting in Islamabad, the 14-day ceasefire expires tomorrow (April 22), and a grand bargain is imminent.

I am here to tell you that the market is completely asleep at the wheel.

The global markets are currently pricing in a geopolitical miracle. But if you strip away the political rhetoric and look at the raw game theory and structural incentives of both actors, a diplomatic resolution is the lowest-probability outcome.

Here is why the US-Iran deal is mathematically and strategically doomed to fail, why the markets are dangerously mispricing this tail risk, and exactly how we are going to hedge our portfolios for the May expiry.

The Structural Impossibility of a Deal

To understand why the Islamabad talks are a mirage, you have to look at what both sides actually need to survive, politically and strategically.

1. The “Credible Commitment” Problem
Any deal on the table requires Iran to dismantle its nuclear enrichment program (the US demand) and the US to lift sanctions and withdraw its naval blockade (the Iranian demand).

But in geopolitics, a promise is only as good as the enforcement mechanism behind it. If Iran gives up its nuclear leverage and its newfound control over the Strait of Hormuz—which sees 20% of the world’s global oil supply—it leaves itself entirely vulnerable to future military strikes or reinstated sanctions down the line. From Tehran’s perspective, giving up their ultimate leverage (nuclear capability and the Hormuz choke point) for a temporary lifting of a US blockade is a sucker’s trade.

2. Mutually Exclusive Red Lines
The core sticking point isn’t a minor trade dispute; it’s existential. The US is demanding zero enrichment. Iran has submitted a 10-point plan that demands continued control over the Strait (effectively treating it as a toll booth) and the release of $100 billion in frozen assets. Neither side can accept the other’s base conditions without looking like they are capitulating.

As of this morning, Iranian state media is already reporting that their delegation hasn’t even left for the second round of talks in Pakistan. You don’t delay your flight if you’re about to sign a historic peace treaty.

Israel Does Not Want an Off-Ramp Israel has no interest in settling this war; their ultimate goal is to see Iran decisively defeated. Throughout the conflict, Israel has actively played the role of a "spoiler," acting in ways designed to sabotage negotiations. For example, by continuously bombarding Lebanon and targeting Hezbollah during the ceasefire window, Israel intentionally complicates the diplomatic process to prevent the US and Iran from reaching a settlement. The Israel lobby also continues to hold a massive influence over the Trump administration, making it nearly impossible for the US to make the necessary concessions for peace.

The Escalation Trap: Why Ground Troops Are the Next Logical Step

If you want to know what happens when negotiations inevitably collapse, you have to separate the signal from the noise. The media is obsessing over the diplomatic rhetoric coming out of Islamabad. That is pure noise.

The signal is the troop movements. U.S. force posture in the region is moving in one direction: inward. Thousands of troops are actively deploying to the Middle East, not withdrawing. You do not initiate a massive logistical buildup of boots on the ground if you are days away from a lasting peace treaty.

We are actually moving through a highly predictable, multi-stage escalation trap:

• Stage 1 Failed: The initial U.S. strategy of leadership decapitation and regime-change bombing did not work. It only stiffened Tehran’s resolve and created a more dangerous, unified regime.

• Stage 2 Is Happening Now: Iran has lashed back with horizontal escalation. They have weaponized their geography, taken selective control of the Strait of Hormuz, and demonstrated their ability to hit regional infrastructure and effectively blockade the global oil supply.

• Stage 3 Is Inevitable: Because the U.S. demands unconditional surrender and the naval blockade alone won’t force it, the U.S. will be forced to escalate. The maximalist goals being telegraphed by the current administration effectively guarantee limited ground operations—what military strategists call “salami-slicing” incursions into Iranian territory.

Furthermore, the current strategy is creating a catastrophic geopolitical blowback. By cornering Iran and attempting to cut off its oil completely, Washington is forcing an impenetrable anti-hegemonic coalition. Every day this standoff continues, it pushes Iran deeper into the arms of a nuclear-armed axis involving China, Russia, and Pakistan. Iran isn’t negotiating from a position of weakness; they are consolidating a fortress.

The Market is Drunk on Hopium

Why is the Nifty at 24,577 while 20 million barrels of oil a day are effectively trapped in a militarized bottleneck?

The market suffers from severe recency bias. Equity investors have been conditioned over the last decade to believe that geopolitical shocks are temporary “buy the dip” opportunities. They assume that because blockades and wars are economically destructive, rational actors will quickly end them.

But this ignores the reality of the US Navy blockade currently choking Iranian ports, and Iran’s reciprocal threats to the Strait of Hormuz and the Bab-el-Mandeb in the Red Sea. We are facing the largest potential supply disruption in the history of the global oil market. The International Energy Agency (IEA) has explicitly stated that this energy crisis is worse than 1973, 1979, and 2022 combined.

The moment the April 22 ceasefire expires and the realization hits that no deal was struck, the “geopolitical risk premium” will instantly re-price.

The Trade Setup: Asymmetric Risk / Reward

If the talks collapse and the war metastasizes, we are looking at a massive, immediate supply shock. Inflation metrics will rip higher, central banks will be forced to abandon any rate-cut narratives, and energy-importing emerging markets (like India) will face severe currency and margin pressures.

Here is how we play it:

1. Go Long on Oil (Brent Crude)

WTI at $87-90 is pricing in a 50/50 chance of a diplomatic resolution. If the Strait of Hormuz remains functionally blocked—or if the US escalates its maritime interdictions—there is no physical mechanism to replace that missing volume in the short term.

• The Play: Long Crude oil futures on mcx, or accumulate deep-value upstream energy equities that profit directly from realization prices above $100/bbl. If negotiations officially collapse this week, $110–$120 oil is not a tail risk; it is the baseline reality.

2. Buy Nifty 22000 PE (May Expiry)

The Indian equity market is inherently vulnerable to a crude oil shock. A spike in oil directly hits India’s current account deficit, hammers the Rupee, and crushes corporate margins.

• The Setup: With the Nifty currently sitting near 24,577, buying the 22000 Put Option (PE) for the May expiry offers a brilliant asymmetric payoff.

• The Rationale: Right now, because the market is rallying on peace-talk hopium, Implied Volatility (IV) on out-of-the-money (OTM) puts has been crushed. They are cheap.

• The Mechanics: You are not just betting on the Nifty dropping 2,500 points. You are betting on a violent expansion of volatility (Vega). If the ceasefire officially breaks tomorrow and oil spikes, panic will flood Dalal Street. The IV on that 22000 PE will explode, multiplying the premium of those options well before the index even gets close to the 22,000 level. Using the May expiry gives the trade enough time (Theta) to let the macroeconomic reality of $100+ oil bleed into domestic inflation fears and corporate earnings revisions.

Final Thoughts

Do not be the liquidity for institutions looking to offload risk into a fake peace rally. The game theory dictates escalation. The options chain is giving us cheap insurance. Hedge accordingly.

Disclaimer: This is macro-analysis, not personalized financial advice. Options trading involves significant risk.

Being greedy when others are fearful sounds great in theory, but it requires holding your nerve when the geopolitical backdrop looks grim. While the VIX has since cooled and the market has rewarded that contrarian bullishness, the underlying war uncertainty hasn’t entirely vanished.

Because of this lingering macro overhang, I’ve spent the last few weeks tweaking the portfolio—locking in some stability, hedging against inflation, and positioning for a couple of long-term structural themes.

Here is a look under the hood at the recent moves I’ve made.

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📝 Summary

This podcast explores a historic milestone in India’s nuclear journey—the Prototype Fast Breeder Reactor (PFBR) achieving first criticality on April 6, 2026.

At its core, the episode explains a fundamental limitation of traditional energy systems: they consume fuel in a one-way process, leaving behind waste. Nuclear breeder technology challenges this constraint by creating more fuel than it uses, effectively turning waste into a resource.

The discussion breaks down complex nuclear physics in simple terms—how conventional reactors use only ~1% of uranium, while fast breeder reactors can utilize up to 60–70% by converting non-fissile uranium-238 into plutonium-239. This process, called transmutation, enables a self-sustaining fuel cycle.

A key engineering innovation is the use of liquid sodium as coolant, which allows fast neutrons to maintain the breeding process. However, this introduces massive challenges due to sodium’s extreme reactivity, making reactor design highly complex and risky.

The podcast also examines why many advanced economies—including the US, Japan, France, and Germany—abandoned breeder reactor programs due to cost, safety, and political concerns. In contrast, India persisted despite decades of delays and cost overruns.

The reason is strategic:
India has limited uranium but one of the world’s largest thorium reserves (~25%), and breeder reactors are essential to unlocking this resource. This forms the backbone of India’s long-term three-stage nuclear program, designed to achieve energy independence over generations.

If successful, this roadmap could deliver:

• Hundreds of years of clean, stable energy

• Reduced dependence on imported fuels

• A viable path to net-zero emissions

• The ability to burn existing nuclear waste as fuel

The episode ultimately frames the PFBR not just as a power plant, but as a civilizational bet on long-term thinking—a rare example of multi-generational planning aimed at solving energy, climate, and geopolitical challenges simultaneously.

Aequs is not an easy company to understand—and that’s exactly what makes it fascinating.

In this deep dive, we explore how a single company can manufacture precision titanium landing gear for aircraft, nonstick frying pans, and potentially even components for stealth drones. At first glance, this looks like chaos. But beneath the surface lies a deliberate and ambitious industrial strategy.

At its core, Aequs is not just a parts manufacturer—it is building vertically integrated “manufacturing ecosystems”. By colocating forging, machining, surface treatment, and assembly within a single campus, the company eliminates supply chain inefficiencies that traditionally span continents. This drastically reduces lead times, lowers costs, and creates strong customer stickiness with global aerospace giants like Boeing and Airbus.

The timing couldn’t be better. As global supply chains shift toward a “China + 1” strategy, Aequs is emerging as a key beneficiary, positioning itself as a critical manufacturing hub for global OEMs.

But the story doesn’t stop at aerospace.

Aequs has expanded into consumer goods like cookware and plastics, not as a distraction, but as a strategic move to build high-volume manufacturing capabilities. The real prize here is entry into consumer electronics, where the company has already secured orders for smartwatch and laptop components—potentially opening the door to a Luxshare-like trajectory in India.

Financially, however, the picture is complex. While revenue is growing rapidly (over 50% YoY) and operational metrics like EBITDA are improving sharply, the company continues to report significant net losses due to heavy capital expenditure, depreciation, and past debt burdens. This reflects a classic CapEx-driven J-curve, where profitability lags far behind growth.

The future hinges on execution—and Aequs is making bold bets:

• A massive aero-engine manufacturing facility in Tamil Nadu

• Expansion of its aerospace and electronics ecosystem in Karnataka

• Entry into defense manufacturing via drones and UAV systems

If successful, Aequs could evolve from a component supplier into a system-level player in aerospace and defense, tapping into long-term, high-margin recurring revenue streams.

But the risks are equally significant:

• Extreme dependence on a handful of aerospace customers

• “As-required” contracts with no guaranteed volumes

• High fixed costs and capital intensity

• Exposure to commodity prices and currency fluctuations

• A valuation that already prices in near-perfect execution

In essence, Aequs is a high-stakes industrial transformation story.

It is not for conservative investors. It demands patience, conviction, and a long-term horizon of 5–7 years. But for those willing to take the risk, it offers exposure to a potentially generational manufacturing compounder emerging from India.

📊 1. Valuation Framework

🧠 How to Think About Valuing Aequs

Aequs cannot be valued using traditional metrics like P/E. The business is still in its investment phase, not its earnings phase.

Instead, think in three layers:

1. 🏭 Core Aerospace Business (Base Case)

• 85–90% of current revenue

• High entry barriers (certifications, precision, trust)

• Sticky relationships with OEMs like Boeing & Airbus

• Long-term growth tied to global aviation cycles

👉 Valuation approach:

• EV/EBITDA (normalized, not current)

• Assume margins expand as utilization improves

• Benchmark vs global aerospace suppliers

2. 📱 Consumer Electronics Optionality (Upside Engine)

• Currently loss-making

• Strategic bet to replicate Luxshare Precision Industry-like playbook

• High-volume + high-precision = powerful combination

👉 Valuation approach:

• Treat as real option, not current earnings

• If successful → massive rerating

• If failed → capital drag

3. 🛩️ Defense + Aero Engines (Long-Term Multibagger Layer)

• Entry into aero engine aftermarket (razor-blade model)

• UAV + defense manufacturing exposure

• Tied to India’s strategic independence push

👉 Valuation approach:

• Think 10+ year optionality

• High margin + recurring revenue potential

• Assign low probability, high payoff

⚖️ Putting It All Together

Aequs = Core Business + Optionality Stack

• Core Aerospace → Justifies baseline valuation

• Electronics → Drives rerating

• Defense → Creates asymmetric upside

👉 Current market pricing (~high EV/EBITDA) implies:

Execution success across all three layers

🧨 Key Valuation Insight

This is not a cheap stock.

You are:

• ❌ Not buying earnings

• ✅ Buying future industrial dominance

Today, we are putting a magnifying glass on an RBI-registered Non-Banking Financial Company (NBFC) that has undergone a radical transformation over the last three years: JMJ Fintech Limited (BSE: 538834).

Formerly known by the sleepy moniker Meenakshi Enterprises Limited, this ₹34-crore market cap company has quietly pivoted from a legacy, manual lending model into a high-yield, retail-focused NBFC. If you strictly look at the financial statements, the growth is explosive. But if you look at the stock chart, it tells a story of severe wealth destruction over the last 12 months.

Let’s unpack the paradox of JMJ Fintech. Is this a misunderstood value play, or a classic micro-cap trap?

The Genesis and The Pivot (2021–2026)

JMJ Fintech’s story is a classic change-of-guard turnaround. Originally incorporated in 1982 in Tamil Nadu, the company limped along for decades with a fragmented business model.

The real story begins around 2021-2022 when a new management team, led by Chairman Johny Madathumpady Lonappan and MD Joju Madathumpady Johny, took the reins. They rebranded the company to JMJ Fintech Limited in June 2022, aggressively shifted the operational focus to South India (setting up a regional HQ in Thrissur, Kerala), and pivoted to a high-yield retail lending model: gold loans, personal loans, and small business loans.

Today, JMJ boasts a network of over 50 branches across Kerala, Tamil Nadu, and Karnataka. In March 2026, they officially launched their digital lending app, “Money bro”, signaling a clear intent to transition from a branch-heavy model to a phygital (physical + digital) fintech ecosystem.

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If you ask any value investor to describe their dream business, they’ll usually point you to a specific mental model: The Toll Bridge. Imagine a bridge that everyone has to cross to get to work. Building it required immense upfront capital, navigating years of regulatory red tape, and pouring millions of tons of concrete. But once it’s built? The maintenance is minimal, and the owner gets to sit back and collect a toll from every passing car, adjusting the price upward with inflation every single year. Better yet, no one else is going to build a competing bridge right next to it because the economics simply wouldn’t make sense.

In the physical world, these assets are rare. But in the digital world of 2026 India, this is exactly what Altius Telecom Infrastructure Trust (formerly Data Infrastructure Trust) has built.

Let’s unpack why Altius might just be the widest, deepest economic moat currently available in the Indian infrastructure space.

The Genesis: From Captive Asset to Independent Behemoth

To understand Altius today, you have to understand where it came from.

Back in 2019, Reliance Jio carved out its massive tower infrastructure business into a separate trust. Why? To deleverage the telecom’s balance sheet while keeping the critical “toll bridge” assets housed in a dedicated, purely infrastructure-focused entity.

But the real masterstroke happened in August 2020. Brookfield Infrastructure Partners—arguably the smartest guys in the room globally when it comes to real assets—stepped in as the sponsor, acquiring nearly a 90% stake. Altius morphed from a captive Jio asset into an institutionally backed, independent powerhouse.

Since then, they’ve been on an absolute tear:

• March 2022: Scooped up Crest Digitel to dominate indoor coverage and small cells.

• September 2024: Swallowed American Tower Corporation’s (ATC) Indian operations for an eye-watering $2.2 billion, integrating another 76,000 sites.

Today, Altius isn’t just a tower company. It is India’s largest independent telecom infrastructure platform.

The Asset Base: Why You Can’t Compete With Them

As of late 2025, Altius controls a mind-boggling 257,000+ macro towers, in-building sites (IBS), and small cells. Try to replicate this portfolio today. To build just one tower, you need land acquisition, local municipal approvals, environmental clearances, power setups, and fiber backhaul. Now do that 257,000 times across every nook and cranny of India. The barrier to entry isn’t just capital; it’s a moat built on time, localized expertise, and regulatory friction.

The 5G Densification Play:
While massive ground-based towers handle rural coverage, 5G requires something different. 5G wavelengths are fast but short—they hate walls and reflective glass. That’s why Altius’s acquisition of Crest Digitel is so crucial. They own the “In-Building Solutions” (IBS) and small cells that make your phone work inside a mall, an airport, or a skyscraper. As the 5G super-cycle matures, densification is the name of the game, and Altius owns the real estate.

Crucially, ~70% of their SDIL (Reliance) towers are fiberized. In the telecom world, fiber is the gold standard. Microwave backhaul can’t handle 5G data loads; fiber can.

The 30-Year Anchor: A Lesson in Revenue Visibility

For an infrastructure asset, your valuation is only as good as the creditworthiness of your tenants and the length of your contracts.

Here is the kicker: Altius has a 30-year, non-cancelable Master Service Agreement (MSA) with Reliance Jio.

In the corporate world, a 10-year lease is considered long. A 30-year lease is an anomaly. This contract effectively transforms Altius into a long-dated, inflation-protected bond.

• Inflation Pass-Through: The MSA includes annual rent escalations and passes through power, fuel, and site rental costs to the tenant. Altius’s margins are protected whether diesel prices spike or land rents soar.

• The Ultimate Floor: Reliance Industries (RIL) holds a call option to buy back the towers at the end of 30 years, and Altius holds a put option forcing a Reliance entity to buy them. This guarantees a terminal value, erasing the residual risk usually associated with aging physical assets.

Show Me The Cash (Flow)

When analyzing an InvIT (Infrastructure Investment Trust), looking at Net Profit (PAT) is a rookie mistake. High depreciation on physical assets artificially suppresses accounting profits. The only metric that matters is Net Distributable Cash Flow (NDCF).

• Top-Line Growth: Revenue exploded to INR 19,456 crore in FY25 (up from INR 12,877 crore in FY24), driven by the ATC acquisition.

• Operating Margins: Hovering at a highly efficient 40-41%.

• The Payout: By law, InvITs must pay out 90% of NDCF. Altius routinely pays out 94%+, delivering it straight to unitholders’ pockets.

Currently, the trust boasts a headline yield of ~12.8%. But here is where you have to read the fine print: the recent annualized distributions (approaching ₹19/unit) included a one-time cash bump from the massive ATC acquisition integration. A prudent investor shouldn’t straight-line that spike into perpetuity. We need to normalize our expectations to a base-case of ₹10–₹12 in the near term, scaling up steadily as tenancy growth, IBS deployments, and operating leverage kick in over the next decade.

The Elephant in the Room: Debt & Indus Towers

You can’t talk about a 12.8% yield without asking: What’s the catch?

The catch is leverage. Aggressive acquisitions have pushed Altius’s consolidated debt-to-AUM to roughly 49.5%. While this is well under the SEBI limit of 70%, and their paper is rated AAA by CRISIL, it’s a hefty interest burden.

However, management is actively solving this. An upcoming IPO is slated to raise up to INR 9,000 crore, specifically targeted at debt reduction. Every rupee saved on interest is a rupee that flows directly to the NDCF—and thus, to your yield.

Altius vs. Indus Towers:
Indus Towers is the other giant in the room, boasting a cleaner balance sheet (near-zero debt). But Indus has a glaring vulnerability: Vodafone Idea (Vi). A significant chunk of Indus’s receivables are tied to Vi’s fragile financial health.

Altius, on the other hand, is anchored by Jio. In the infrastructure game, counterparty risk is everything. I will gladly take a leveraged balance sheet backed by Reliance and Brookfield over a clean balance sheet reliant on Vi.

Furthermore, Altius’s legacy SDIL portfolio has a tenancy ratio of just 1.06x. This is pure operating leverage waiting to be unleashed. As they onboard Airtel, BSNL, or even Vi onto these existing towers, the incremental revenue will drop almost entirely to the bottom line.

What About Starlink?

The prevailing bear thesis is that satellite internet (Satcom) will render cell towers obsolete.

Let’s look at the unit economics. A Starlink terminal costs over INR 20,000 upfront, with monthly fees massively eclipsing Indian telco ARPU (Average Revenue Per User). Satcom struggles with urban density and indoor penetration. Satcom isn’t a replacement for towers; it’s a complement for the remote 5% of the country where building a tower makes zero economic sense. Both Jio and Airtel are partnering with satellite providers to plug these dead zones, which actually strengthens their overall business (and their ability to pay Altius).

Pricing the Toll Bridge: A DCF Breakdown

To truly understand if the market is mispricing this asset, we need to look past the headline yield and run a rigorous Discounted Cash Flow (DCF) model.

The WALE vs. Finite Life Fallacy
A common trap investors fall into is treating a telecom InvIT like a standard highway toll road. A toll road concession eventually expires and reverts to the government, meaning its terminal value is zero. Telecom towers are fundamentally different.

While Altius has a blended Weighted Average Lease Expiry (WALE) of roughly 17 years, this simply measures their locked-in contract visibility, not the physical lifespan of the steel and fiber. The business model has perpetual value. In fact, independent valuers model the Elevar and Crest assets with perpetual terminal growth rates of 2.5% to 4.0%, and project the legacy SDIL (Jio) cash flows explicitly out to 2050 to match its MSA.

Let’s build a model that reflects this reality: a 17-year explicit cash flow path (capturing that core WALE visibility), followed by a 3% perpetual terminal growth rate representing endless 4G/5G densification renewals. To align with standard valuation practices for telecom InvITs, we use mid-period discounting for the explicit operating cash flows (assuming distributions are paid evenly throughout the year) and end-of-period discounting for the Terminal Value.

Assuming a strict 12% required rate of return (discount rate), here is how the normalized, explicit cash flows map out:

The Terminal Value Anchor

Because the telecom infrastructure business model has perpetual value, we apply a 3% growth rate to calculate the Terminal Value at the end of the 17th year.

• Expected Year 18 DPU: ₹14.50 × (1 + 0.03) = ₹14.935

• Terminal Value at Year 17: ₹14.935 / (0.12 - 0.03) = ₹165.94

• Present Value of Terminal Value: ₹165.94 / (1.12)^17 = ₹24.16

The Intrinsic Value Calculation

Adding the value of the 17 years of explicit cash distributions and the perpetual terminal value gives us our intrinsic worth:

₹108.43 (Explicit PV) + ₹24.16 (Terminal PV) = ₹132.59 per unit

This calculation reveals something crucial: even when assuming a highly conservative decline in DPU from Year 11 to Year 17 (from ₹16.50 down to ₹14.50), the perpetual terminal value acts as a vital anchor for the stock’s intrinsic worth.

However, with the market price hovering around ₹157.00, this specific, normalized cash flow profile suggests the units are trading at a premium if you strictly mandate a 12% yield.

The Bottom Line

When you invest in Altius Telecom, you aren’t just buying a collection of steel structures. You are buying a toll bridge on India’s digital highway, protected by a 30-year annuity backed by Reliance, and managed by the capital allocation prowess of Brookfield.

The DCF math gives us a clear framework. If you require a 12% return and assume distribution taper in the later years, the current price of ~₹157 demands that Altius execute flawlessly on adding new tenants to bridge that gap. But if we adjust our required rate of return down to a still-healthy 10-11%—a highly reasonable hurdle rate for a AAA-rated, pseudo-monopoly infrastructure asset with perpetual life—the intrinsic value quickly catches up to, and surpasses, the current market price.

The moat is wide. The castle is fortified. And the tolls are rolling in.

The emergence of the Raajmarg Infra Investment Trust (RIIT) is a watershed moment for India’s infrastructure ecosystem. For the first time, the National Highways Authority of India (NHAI) has opened the gates of its asset monetization program to retail and domestic institutional investors.

Backed by a consortium of heavyweights like SBI, HDFC, ICICI, and NaBFID, RIIT listed with a bang at a 7-8% premium to its ₹100 issue price. In a volatile equity market, the promise of a sovereign-backed, inflation-hedged 10-12% yield is practically catnip for yield-starved investors.

Currently trading around ₹107, the market is aggressively pricing in perfection. But as disciplined investors, we need to look under the hood. When you strip away the hype, is RIIT actually a lucrative income generator, or is it a mathematically certain capital destruction trap at current prices?

Let’s do the math.

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If you read my last blog post, you’ll remember I focused heavily on two main themes. Let’s do a quick recap of how those played out and where we are heading next.

1. Don’t Panic: The Math Behind Moated Businesses

The first point I made was simple: don’t panic. When the markets get choppy, it’s easy to lose sight of the fundamentals. Always remember that the intrinsic value of any business is simply the present value of all its future cash flows. Even if a company has one remarkably bad year, it fundamentally doesn’t mean much in the grand scheme of things—provided the terminal value of the business remains very high. If you own structurally growing, heavily moated businesses, a short-term blip is just noise. The long-term trajectory is what pays.

2. The Wild Ride in Oil

The second thing I discussed last time was my specific trade setup: going long on Oil with a target of it settling in the mid-$90 range.

What followed was an absolute rollercoaster. When the markets opened that Monday, Oil went completely crazy, touching $115, only to plummet back down to $78 by the end of the day. Subsequently, it clawed its way back and settled right into that mid-$90 range.

Despite the heart-stopping volatility, the thesis ultimately played out exactly how I expected it to. With the target hit, I have officially closed my leveraged Oil trade.

Stepping Aside: My View on Oil and Nifty Today

So, what is the play now?

Honestly, today, I don’t see a clear trade in oil. The volatility and unpredictable catalysts make it feel far too risky to either short or go long. It is in “no man’s land” for me right now.

Interestingly enough, I feel the exact same way about the Nifty right now. The risk-reward ratio just isn’t compelling enough to make an aggressive directional bet either way. Sometimes, the best trade is no trade at all.

The Elephant in the Room: A Geopolitical Stalemate

With high volatility and broader indices looking risky, it brings us to the most important question of the day: how do we actually protect our portfolio?

Before we answer that, we have to address the biggest risk I see right now. Currently, the market seems to be pricing the US/Israel vs. Iran conflict as a “short shock”—a quick flare-up that eventually settles down.

But what if it doesn’t?

What if, instead of a swift resolution, we enter a prolonged, grinding stalemate? Picture a scenario where both sides keep the threat alive from a distance. No full-scale war, but a constant barrage of proxy skirmishes, maritime threats, and geopolitical posturing. If this happens, Oil and Gas supply chains don’t just experience a temporary hiccup; they remain structurally disrupted for quarters, maybe years.

What would a prolonged stalemate mean for the markets?

1. The “Higher for Longer” Reality: Sustained disruptions mean structurally higher oil, freight, and insurance costs. This bleeds into everything—from manufacturing to the cost of your groceries. Inflation goes from being a “transitory” issue to a sticky, structural one.

2. Interest Rates Won’t Rescue Us: If energy-driven inflation remains stubbornly high, central banks lose their ability to cut rates to stimulate the economy. We might have to live with a prolonged period of higher interest rates, which naturally compresses the valuation multiples (P/E ratios) of the broader market.

3. Brutal Margin Compression: Companies will face higher input and logistics costs. If the consumer is already stretched thin, companies won’t be able to pass these costs on. Margins will get crushed.

So, How Do We Protect Our Portfolio?

In a world of sticky inflation and geopolitical stalemates, the answer isn’t necessarily to panic-sell everything. It goes back to the core philosophy we started with:

• Ruthless Focus on Pricing Power: You want to own businesses that can look their customers in the eye and raise prices to match inflation without losing volume or market share. Those are your true moats.

• Avoid the Squeeze: Stay away from hyper-competitive sectors with high energy or logistics inputs where margins are already razor-thin. They will be the first casualties of a prolonged oil supply chain disruption.

• Cash is Optionality: In a “no man’s land” market for indices like the Nifty, holding a bit of extra cash isn’t a crime—it’s a position. It gives you the dry powder to buy those high-quality, moated businesses when the market eventually throws a tantrum.

How I Am Positioning My Portfolio Today

Taking these macro risks into account, I am already thinking about how I should position my own portfolio to navigate this kind of prolonged crisis. I want to highlight a few areas of my portfolio and how they stack up.

1. The Inelasticity of Healthcare: Entero Healthcare & Nephrocare India
During inflationary times—especially if inflation persists for much longer than expected—consumer behavior shifts, but some things remain absolutely non-negotiable. People do not cut back on their healthcare spending just because medicines are a little more expensive. More importantly, people don’t stop falling sick just because inflation is high. Demand here is incredibly inelastic. This structural resilience perfectly covers supply chain and clinical care companies like Entero Healthcare Solutions Ltd and Nephrocare India Ltd (the latter of which I actually just bought into again recently).

2. The Unstoppable AI Race: E2E Networks
On a completely different front, we have E2E Networks. Why does a cloud/GPU infrastructure company work in a high-inflation, geopolitical stalemate environment? First, its order book has strong sovereign backing, giving it a unique layer of safety. Second, and more importantly, the AI race is existential. No serious startup or government agency is going to stop investing in GPU compute just because inflation is running hot or because they want to “wait it out.” In today’s landscape, losing the AI race would be exponentially more expensive than paying a premium for compute infrastructure today. The spending here is mission-critical, not discretionary.

3. The REIT Conundrum: TVS InvIT & The Gravity of Interest Rates
On the other hand, I am admittedly a bit more conflicted about the REITs and InvITs in my portfolio.

Take TVS InvIT, for example. On one hand, they are somewhat immune to inflation-linked interest rate hikes internally. As I explained in my dedicated TVS InvIT blog post, they have brilliantly locked in their debt for 20 years at a fixed 7.42% interest rate. Their internal math is safe.

But here is my worry: if inflation forces the RBI to aggressively hike rates to combat it, there will be a Mark-to-Market (M2M) correction across all yield-generating assets, including REITs and debt instruments. The biggest risk here isn’t the company’s internal structure; it’s the risk-free rate going up.

As Warren Buffett famously said, interest rates act like gravity on valuations. If the risk-free yield goes up, the gravitational pull drags down the price of all other assets because investors will simply demand a higher yield to compensate for their risk.

The only reliable way I believe we can save ourselves from that specific macroeconomic gravity—the risk-free rate shooting up—is by owning gold to some extent. It remains a necessary counterbalance in this kind of inflationary environment.

4. Rebalancing Risk & Tax Harvesting: L&T vs. Knowledge Realty Trust
Another major change in my portfolio recently has been booking a decent bit of profit in my Larsen & Toubro (L&T) position. Tactically, this was a great time to sell to save on taxes by harvesting these profits against other losses I incurred this year.

But strategically, it was about managing cyclicality and geopolitical exposure. A prolonged crisis in the Middle East could potentially harm L&T’s significant international business segment. Therefore, it makes sense to diversify into a potentially less risky, domestically focused asset like the Knowledge Realty Trust (KRT) REIT.

Here is my math: I believe L&T is currently pricing in about a 13-14% CAGR over the long term, whereas KRT even pessimistically pricing in a slightly lower 12-13% return. While KRT’s expected return is lower, it comes with significantly lower downside risks and is far less cyclical than an infrastructure heavy-weight like L&T—provided, of course, that interest rates don’t go up dramatically. In a turbulent market, swapping a highly cyclical, globally exposed asset for a more stable domestic one—while only giving up a couple of percentage points in expected growth—makes perfect sense to me. Following this move, both L&T and KRT are now evenly balanced at 10% each in my portfolio.

5. The Silver Lining: India VIX & The QSR Play

While I have painted a fairly cautious picture regarding the geopolitical situation above, there is another side to this coin. I keep a very close eye on the India VIX, and right now, it is fast approaching a critical level that I track: the 30 mark.

Historically, VIX crossing 30 signals peak extreme fear in the market. More often than not, this translates into a fantastic time to buy equities. (For those with a high risk-taking appetite, this is also the exact environment where selling put options becomes very lucrative due to inflated premiums).

Because we are hitting these extremes, there is a high probability that we might get a short-term relief rally in the month of April. Alternatively, who knows? We might even see some back-channel negotiations between the US and Iran, which could mean the markets have already priced in the worst and bottomed out.

Keeping this contrarian possibility in mind,—I have actively averaged down a bit into my QSR (Quick Service Restaurant) positions. Why QSRs?

First off, I think the sector has already corrected way too much. The negativity seems heavily priced in. We are even starting to see smart money agree—just this Friday, the promoters of Westlife Foodworld (WESTLIFE) were out buying shares from the open market, which serves as a massive confidence booster.

In my portfolio today, these are acting as high-beta stocks. They are extremely sensitive to consumer sentiment. If the macro sentiment suddenly flips from fear to relief, these stocks will likely do remarkably well and rip higher. Conversely, if the Middle East crisis continues to drag on, I expect them to remain a little depressed. It’s a calculated risk, but at these VIX levels, the risk-reward starts to skew back in our favor.

Stay rational, focus on the cash flows, and don’t let the headlines dictate your strategy.

Thankyou.

Show Notes

Episode Summary: In this episode, we pop the hood on Urban Company, India’s premier digital home services platform. We explore how they transitioned from being a simple lead-generation marketplace to a “full-stack” infrastructure provider that physically trains its gig workers, standardizes pricing, and controls the entire service ecosystem. We also break down their recent financial turnaround, the unit economics of a standard service call, and their controversial new bets on hardware manufacturing and hyper-local service delivery.

Key Takeaways & Topics Covered:

• The Massive Market Opportunity: We size up India’s highly fragmented home services sector, which boasts a nearly $59 billion Total Addressable Market (TAM) for the 2024-2025 fiscal year, projected to hit $97 billion by 2030. We also discuss how Urban Company specifically targets the mid-to-high-income demographic of over 5 million households across 200 Indian cities.

• The “Full-Stack” Business Model: Why Urban Company is not just an “Amazon for plumbers.” We break down how they control the entire architecture of the experience by building physical training centers, supplying proprietary diagnostic tools (like the Copilot hardware for washing machines), and managing an auto-replenishment supply chain for service consumables.

• Combating the “WhatsApp Threat”: How the company fights disintermediation (customers and workers cutting out the app) by offering 30-day to 180-day service warranties, background checks, and automated, localized quality control.

• Worker Economics: A look into how Urban Company has gamified retention. We discuss the tiered rewards system and how the top 20% of professionals on the platform earn over 40,000 rupees net per month—significantly more than their offline peers.

• Financial Turnaround: We analyze the company’s path to profitability, turning EBITDA positive with a 56% contribution margin, and breaking down the numbers behind their massive 1,900 crore rupee IPO and a valuation nearing 15,000 crore rupees.

• Bold New Bets (Native & InstaHelp): We examine their risky move into manufacturing smart electronic locks and reverse-osmosis water purifiers under the “Native” brand. Plus, we discuss “InstaHelp,” their new micro-neighborhood service guaranteeing a 15-minute response time for quick chores.

Here are the headlines:

Page 1

• 2 India-bound LPG Ships Cross Hormuz

• Course Correction: Indians Pause Plans to Study Overseas

• US Hits Kharg Military Sites, Iran Threatens Gulf’s Oil Infra

• Trump Asks World Powers to Send Ships to Secure Strait of Hormuz

• Luxury UAE Hotels Offer Residents Big Discounts as Occupancy Levels Drop

• Handset Business Fading On Spike in Memory Prices

• AI Making Work Easier, but at a Cost

• Electricity Rules Tweaked for Captive Plants

• Akasa to Levy Fuel Surcharge

• Car Cos Set to Reach 4.7 m Sales in FY26 on a Bumpy Road

• India Inc Goes Big on Smaller Team Offsite Engagements

• Cong Trying to Create Panic amid Global Conflicts, says PM

• MHA Revokes Detention of Activist Sonam Wangchuk

Page 3

• Akasa Air Announces Fuel Surcharge After Air India, Indigo

• Luxury UAE Hotels Roll Out Steep Staycation Discounts to Residents

• Indian Seafarer Boom Faces Test Amid Hormuz Crisis

• AI Push Speeds up Work, But Quietly Shrinks Breaks

• Tidco to Invest ₹25 cr Each in Raptee Energy and AgniKul Cosmos

• India to Procure Spot LNG for Urea Manufacturing

• I-T Flags Error In Advance Tax Emails, Asks to Ignore them

• Govt Amends Rules for Captive Power Plants

• Meta Plans Sweeping Layoffs As AI Costs Mount

Page 8 (ETC Section)

• 98 on 98 (A feature on the 98th edition of the Academy Awards)

You guys know I love digging through the micro-cap trash can to find situations where a fundamental shift is happening entirely under the radar. There is something incredibly satisfying about finding a company that the market has written off as a complete “dud,” only to realize a massive, structural pivot is playing out behind the scenes.

Today, I want to talk about exactly that kind of setup. We need to talk about potential hidden gem nbc.

Grab a coffee, because the math and the backstory on this one are wild.

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Podcast Show Notes

Episode Overview: Welcome to today’s episode. We are tracking the massive economic ripple effects stemming from the escalating conflict in West Asia. We will cover the widening energy crisis disrupting everything from shipping routes to your favorite restaurant, along with major movements in the stock market, massive corporate mergers, and the latest tech industry shifts.

Segment 1: Geopolitics & The Global Energy Shock

• Iran’s new Supreme Leader vows to keep the critical Strait of Hormuz shut, triggering a global energy shock. Brent crude briefly touched $100/bbl.

• We discuss how the resulting Liquefied Petroleum Gas (LPG) and LNG shortage is hitting home in India: Quick Service Restaurants (QSRs) like McDonald’s and KFC are limiting menus, and gig workers on food delivery apps are seeing their earnings shrink.

• Meanwhile, the U.S. has launched a fresh tariff probe against India and 15 other nations targeting “structural excess capacity” in manufacturing.

Segment 2: Macro-Economy & Markets on Edge

• India’s retail inflation climbed to an 11-month high of 3.21% in February, driven by higher food and precious metal prices.

• Dalal Street feels the heat: The Sensex and Nifty have officially slipped into “correction” territory, and the Indian Rupee hit a fresh intraday record low of 92.37 against the dollar.

• On the bright side, Power stocks are surging up to 8% amid record electricity demand ahead of a harsh summer.

Segment 3: Corporate Shakeups, Mergers, & Mega IPOs

• In the healthcare sector, Aster DM Healthcare and Quality Care India are set to merge to form a massive $7 billion hospital giant.

• The National Stock Exchange (NSE) takes a huge step toward its highly anticipated IPO, appointing a record 20 merchant bankers.

• Globally, Honda flags its first annual loss in 70 years, taking a $15.7 billion hit amid a global downturn in the EV market.

Segment 4: Technology & Startups

• A look at the AI revolution and tech layoffs: Software giant Atlassian announces a 10% workforce cut to pivot to AI, while AI startup PixVerse raises $300 million.

• Quick commerce is heating up as Flipkart and Amazon expand their “dark stores” to challenge Blinkit and Zepto.

• Plus, a cultural shift: We explore how homegrown sneaker brands are capturing a larger share of India’s growing footwear market.

All News Headlines Extracted from the Sources

Geopolitics, War & The Global Energy Crisis

• Iran strikes keep mkts on tenterhooks

• India dials Iran for safe transit of its vessels through Hormuz

• Iran’s new leader vows to avenge ‘martyrs’

• IMO calls extraordinary council meeting

• Iran govt not at risk of collapse: US intelligence

• US puts $11.3 bn price tag on the first week of war

• Escalating Hormuz attacks raise specter of prolonged closure

• Ending Iran war quickly carries big risks for the U.S. and allies

• Trump: We Gain as Oil Prices Rise, but Stopping Iran Priority

• Iran to Continue Attacks on Neighbours: New Ayatollah

• Iranian Drone Hits Residential Tower in Dubai, Strikes More Shipping Assets

• US Escorts for Hormuz by April: Energy Secy

• Chinese Leaders Project Stability Despite War

• Iran war: How long will the pain linger?

• New truncated gas allocation regime still faces a large LNG shortfall

• Conflict puts 2 mbpd Gulf refining capacity under threat: Rystad Energy

Domestic Impact: Supply Chains, Trade & Inflation

• US starts tariff probe against India and 15 other countries

• Retail inflation rose to 3.21% in Feb on higher food, precious metal prices

• Trouble in the air for AC makers due to LPG curbs

• Cooking gas crunch leaves food delivery orders on slow boil

• HCLTech Chennai employees asked to work from home amid LPG crisis

• India asks China for urea as gas crunch amid war hits plants

• Edible oil rates rose ~1-4/kg in last week

• Delhi’s power demand may exceed 9K Mw this summer

• Tiruppur picks up the threads, but West Asia war tugs at its fabric

• Govt, Oppn slug it out on fuel situation amid West Asia conflict

• Gas squeeze leaves QSR stocks simmering

• India’s LPG curbs spark cooktop frenzy

• India plans incentives to reduce construction hardware imports

• Packaged water makers hit by war

• Food Delivery, QSR Stocks Slip on LPG Shortage Fears

• Kerosene, coal to step up as gas turns scarce in conflict

Markets, Banking, & The Economy

• ~ falls to fresh intraday low of 92.37 against $

• Remittances from W Asia see 20-30% jump in March

• Fixed tenures for ‘upper-layer’ NBFC bosses may be in offing

• RBI-Esma pact may need reboot if India’s concerns not resolved

• Panel flags MDR vacuum in UPI ecosystem

• Nabard, REC withdraw ~11,000 crore bond issuances

• Higher prices and demand near-term positives for Coal India

• IPO calling: NSE appoints record 20 merchant bankers

• Growth stocks top value picks on hopes of economic momentum

• Power stocks surge up to 8% amid spike in demand

• Sebi proposes ease in transmission of securities

• Decks cleared for India’s 1st passive hybrid MF offering

• War jitters cool Dalal Street, but India’s pricey tag remains

• Silver up by ₹1,500 to ₹2.76 lakh/kg

• Corporate bond market sees a March chill

• MNC Banks Resist RBI Plan to Access Offshore Deal Data

• Revised LCR Norms Could Help Banks Expand Credit by 7%

• Income + Arbitrage FoFs Gain Ground in Choppy Mkt

• Banks Urged to Devise Low-interest Loans for Retail, MSME Clients

Corporate India, Startups & Tech

• Audi India to raise car prices by up to 2% from April 1

• Brookfield Reit plans ~4K cr QIP to pare debt, fund opportunities

• TVS unveils electric scooter Orbiter V1, expands EV portfolio

• Infosys to expand Mohali campus, to seat 3,000 employees

• IPO still a few quarters away: Razorpay’s Shashank Kumar

• Vi top executives to meet institutional investors in HK, Singapore next week

• GenAI courses see fastest traction in India: Coursera

• Cars24 acquires Vehicle Info

• House panel flags omission of startups in auto PLI scheme

• India is the second-largest market for Hettich: Chairman

• Agentic AI next frontier in ads and commerce, says Google Ads VP

• Homegrown brands sneak in larger share amid rising craze

• Aster, Quality Care set to merge, form $7bn hospital giant

• Investors shrug off IndiGo CEO exit as founder steps in

• Honda flags $15.7 billion charge on global EV downturn

• Global IT firms snap up more Indian staff in growth chase

• Thyssenkrupp deal with Jindal in doubt

• Luxury split: Hermès grows as Gucci, Dior falter in India

• Papa John’s draws fresh takeover interest from Qatari-backed fund

• ‘Palantir looking beyond Anthropic’

• Yes Bank appoints Tonse as CEO, MD

• Akzo Nobel to become JSW Dulux

• Netflix opens VFX hub in Hyderabad

• Accel Leaders Fund Likely to Join Rapido’s $600m Round

• Flipkart, Amazon Expand Dark Stores as Profit Check Slows QuickComm Majors

• Atlassian Will Slash 10% Jobs in Pivot to AI

• WhatsApp Rolls Out Parent-run Accounts

• NxtGen Gears Up for Enterprise Play with its ₹3.6kcr Sovereign AI Factory

• Chip Firms Tap Gujarat Govt for Free Trade Zone and Shared Warehouse

• Eternal Adds ₹450cr more in Blinkit

• Apple’s Foldable iPhone to Feature iPad-like Interface When Opened

• Biz Rejigs, Layoffs Drive Up Demand for Outplacement Firms

• Capgemini Looks to Set up 15k-seater Development Centre in Vizag

Policy, Governance & Miscellaneous

• Clear interpretation key to labour Code

• India’s medical tourism catches a fresh fever

• Extended stay of Indians back from W Asia may trigger tax implications

• RBI guv stresses on public confidence in digital payments usage

• Armed forces plan to set up drone, data, and info war units

• New I-T Act to roll out on April 1 with only 54 forms for smooth transition

• China wants its ethnic minorities to blend in. Now it’s the law

• Pentagon CTO says ‘no chance’ of renewed Anthropic talks

• US will permanently close consulate in Pakistan’s Peshawar

• MP gets Centre’s nod to extend Bhavantar scheme to mustard

• Apex court to hear challenge against EPF rules governing international workers

• 193 Oppn MPs seek motion for CEC’s removal

• No member can speak beyond LS framework: Birla

• Women in agri-food sector should get greater role in policy formation, decision-making: Prez

• Draft Compensation norms for digital fraud: Don’t relax vigil; payout is one-time and limited

• Made market losses? Tax-loss harvesting could save you money

• Govt looks at stricter security testing for telecom equipment

• Hollywood remains a tough arena for most Indian actors

• A quirky convertible for the dink-y life

• The strange and fun world of wristwatch nicknames

• Industry Body Urges State Govt to Put Off Gig Worker Welfare Fee on Ecomm Firms

• EC To Deploy More General, Police & Expenditure Observers in Bengal

• State Forms Panel to Help in AI Deployment, Interim Report in 60 Days

• Rail Travel Insurance Should Not be Limited to Online Tickets: SC

• Overseas Crypto Earnings of Moonlighters under I-T Lens

• Parl Panel Seeks Higher Stipend, Age Relaxation under PM Internship Scheme

• RERA Faces Credibility Test