Why Indian proptech has not yet found its scale.

Bhavadeep has watched three generations of Indian real-estate operators — the listing-era IT services entrepreneurs of the late nineties, the early-2000s property princelings whose margins paid for the early proptech accelerators, and the post-RERA developers who now actually need software to survive. His rule for reading a founder is borrowed from that arc: do not weight what is said in the interview, weight what has actually been done. The first two generations talked about technology and built brochures; the third one started by collecting data and only then built the dashboards.

The transferable shape is that founder evaluation gets more honest when the evaluator has watched at least two prior cycles in the same category. A pattern visible only across a decade is invisible inside a single deal memo. The angel investor who has been around for three cycles also makes fewer of the price-and-valuation mistakes that defined the 2014-2022 era; the muscle memory is calibrated for the right kind of bet, not the loudest one.

The single explanation Bhavadeep returns to for why proptech under-performed in India is unfashionable but specific. Between 2000 and 2005, property margins were tremendous; costs were low; demand-supply was tilted toward the developer; migration was filling every new apartment. Software was not adopted because the spreadsheet did not need it. The category started taking efficiency seriously only when RERA, capital discipline and end-buyer scrutiny compressed the per-project margin to a point where waste became visible. The lag is not cultural; it is arithmetic.

The framing matters because it predicts which builders will absorb proptech first. The ones whose backlog is profitable enough to ignore tooling will keep ignoring it. The ones whose mid-sized projects now run at single-digit margins will buy — not because they understand the technology better, but because they have run out of slack to absorb the alternative. The founder who profiles the buyer pool by margin profile, not by stated digital strategy, wastes less time pitching.

Bhavadeep and Vishal had both attended a recent press conference where Narayana Murthy named the founder’s job as building a sustainable, profitable company. Bhavadeep’s footnote is careful: Murthy is right in the right way, but the rule is not black and white. The right shade depends on the business. Growth without profitability can be the right shade for a particular phase; sheer-valuation growth without a path to either is what the 2014-2022 era confused for a shade and treated as the rule. The maturity question is which shade fits the company.

The corollary is what Bhavadeep means when he says India tried to jump the phase. The country went from a services economy to a venture economy without serving the intermediate apprenticeship in price discipline. The investors pushed money into product-market-fit experiments built on copies of Western ideas; the founders accepted the capital and the valuation arithmetic that came with it; the maturity that Indian venture now needs is the one that picks the right shade for its specific business, not the loudest one.

Eighty percent of the startups will not be around next year. Bhavadeep delivers the number without theatre. The reasoning is not a cycle-call; it is a fundamentals call. The companies in question never reached sustainability, never matched a Western valuation grade to an Indian unit-economics grade, and never had a path to cash they did not already need. The capital that financed them is now scarce, the willingness to bridge has thinned, and the survivors will be the ones who built business shapes that can survive on their own working capital.

The statement is interesting less as a prediction and more as a frame for founder behaviour. The 80 percent who will disappear are the ones who did not internalise the price-discipline shade of the previous takeaway. The 20 percent who survive will be the ones who treated capital as scarce even when it was not, and built their hiring, marketing and physical footprint against the lean year, not the abundant one. The investor’s job is to underwrite the 20 percent without paying the price of the 80.

KEF Holdings built a beautiful modular-construction factory in Krishnagiri to ship pre-fabricated panels to Indian construction sites. The technology was real; the architecture-grade execution was visible; the buyer who picked up the company afterwards also went under. Bhavadeep’s framing is that the industry was not yet ready for the product, and a category that needs scale on day one cannot survive its first three years without an anchor adoption commitment. The factory was right; the year was wrong.

The transferable lesson is that the proptech failures in India have rarely been technology failures. They have been timing failures dressed as technology failures. The drone-inspection startups, the modular-construction houses, the brokerage-tech firms each had a working prototype and a missing industry sponsor. The founder who reads the failure as “we built the wrong thing” rebuilds in the next cycle and dies the same way; the founder who reads it as “we built it before the industry could absorb it” spends the next cycle securing the sponsor before the next factory goes up.

India had real-estate-themed accelerators in the early-to-mid 2010s — drone companies, procurement-tracking firms, the brokerage-tech middleware around the broker network. Bhavadeep’s blunt read is that they did not look complete, did not converge on a stack, and did not produce a single category-defining company. The accelerator format presumed a startup-first pattern; the industry, organised around scale and relationship, could not actually pick up the demos coming out of the demo days. The accelerators ran; the adoption did not.

The lesson is not that accelerators are wrong but that the founder mix has to match the industry shape. A real-estate accelerator that runs without anchor builders signing onboarding commitments is a software accelerator wearing a hard hat. The right shape, in Bhavadeep’s reading, is industry-led: the senior developers identify the gaps they actually have, the accelerator selects against those gaps, and the demo day is a procurement event, not a pitch event. Nothing else converts.

The most operational idea in the conversation. The top ten Indian developers each hold millions of procurement data points — vendor histories, price curves, lead-time variances, scaffolding-grade specifications, material wastage patterns. The data is closed; each developer treats it as gold. Bhavadeep’s proposal is that if even three of them opened the APIs, the way UPI opened the payments rail, an aggregator could pool the best practices, layer AI on top, and serve the next two thousand mid-size developers off the same scaffolding. The category does not need a hero startup; it needs an open data layer.

The same logic recurs across the conversation. Land titles on blockchain would surface the under-table transactions and let private equity flow into residential the way it has flowed into commercial. A common building-society API would let access, e-commerce delivery, EV charging and visitor management share one identity layer instead of five. Each opening produces a fresh proptech sub-category. The technology is not novel. The political act of opening the closed loop is what is missing.

Bhavadeep names a pattern that survives across every construction firm he has worked with. The senior leadership is broadly willing to adopt technology — the boardroom understands the efficiency case. The resistance is concentrated at the mid- and lower-tier managers, where the new procurement system threatens both the visible discretion and the invisible side income that has made the role bearable. He says it carefully but does not soften it: the underlying friction is that the technology removes the off-book economics that the role quietly depends on.

The implication for the founder is that selling to the chairman is not the same as deploying with the team. The pilot stalls between sign-off and roll-out because the team that has to operate the system was not bought in. The remediation is procedural: design the implementation so that the mid-level role survives the upgrade with status intact, train the team on the system as a productivity tool before it becomes a transparency tool, and accept that the political work is more expensive than the engineering.

Bhavadeep extends proptech outward until it becomes an operating-system claim. Every Indian’s entire life happens against a real-estate substrate — home, office, retail floor, gated community, warehouse. He uses the delivery-rider queue outside the gated society as an example: the rider waits because the building’s access layer is not addressed, the e-commerce company eats the time cost, the resident receives the order late, and three different stakeholders pay for one missing API. The proptech wedge sits at the integration point, not inside the building.

The same framing makes the Shetty-store-versus-app comparison concrete. Single-digit e-commerce penetration in India is not just a consumer story; it is a real-estate story about the durability of the local provision store as a node. If 95 percent of the transaction volume still happens within walking distance of the home, the proptech question is how to make the local store more efficient, not how to disintermediate it. The biggest dollars in the next decade may not be on the e-commerce side at all — they may be on the offline-efficiency side that the e-commerce category has not yet noticed.

The government has built UPI for payments, an agri-stack for farming, and the early scaffolding of a health stack for insurance and care. Bhavadeep argues that the property stack — or the “real India stack” in his framing — is the missing piece. India has 1.4 billion people who need to be housed, employed, transported, and productively located; almost every infrastructure problem the country faces ultimately reduces to a property problem. The case for a public rail is not theoretical; it is the only way to make the residential layer transparent enough to bring private equity in at scale.

The political shape Bhavadeep proposes is industry-first, government-backed. The developers form the initiative; the platform comes from the private side; the government endorses it the way it endorsed RERA. He believes a credible figure inside the policy network would back it if it were presented properly. The cost of not doing it is concrete: government real estate alone is estimated at 500 billion dollars of under-utilised assets, and a transparent rail could surface a meaningful share of that without new legislation.

Bhavadeep’s expansion of the proptech boundary lands on agritech with a specific number. Roughly six percent of India’s annual grain output is lost in transit and storage, because the warehouse network is fragmented and unaccountable. The corporate-farming-and-direct-sourcing reforms are real but downstream of the bottleneck. The actual lever is the warehouse and the land it sits on — both real-estate assets. If a property stack made warehouse capacity addressable, the grain-loss number drops, food-supply predictability rises, and Bhavadeep estimates a trillion-rupee addition to the economy follows.

The wider lesson is to look beneath each consumer-facing category for the property substrate it actually rests on. Warehouses for grocery delivery. Cold-storage for pharma. Charging-grid land for EVs. Co-working square footage for the gig economy. The category that calls itself by its consumer outcome is almost always supported by a property layer that does not have an owner-operator yet. The right entry point for a founder is often the layer below the layer the headlines describe.

Bhavadeep is now building toward tokenised real estate on chain, after a decade of watching fractional and strata ownership stall at the same wall. The Indian saver understands real estate better than equities and wants a piece of every project. The product-market fit, in that sense, is structural. The blocker is the mindset: the Indian buyer wants to own the whole piece, not a 10-square-foot strata slice. The fractional companies have brought openness and transparency; what they have not yet broken is the cultural definition of ownership.

The tokenisation move is granularity downward and transparency upward. The chain handles the granularity — a token per square foot or per rental cash-flow stream, depending on the asset. The on-chain settlement handles the transparency — every transaction visible, every cap-table change auditable, the investor able to see the asset state in real time. Bhavadeep is honest that he is early; the regulator has not yet caught up; the model is still being shaped. But the structural argument — Indians understand real estate, want a piece, and need a non-leveraged way in — is the most defensible piece of the new thesis.

The line lands on a conversation about a Japanese fund that has spent thirty-five years studying India. Maruti Suzuki landed, the appetite is real, the firm has tried every framework, and the country still resists abstraction. Bhavadeep’s instruction is unsentimental: stop trying to figure out India. Identify the Indians who have already figured out India — the founder who has rebuilt the procurement chain three times, the operator who understands every Indian state as a different country — and get on their backs. They will service the world from the local complexity outward.

The framing reads as a foreign-capital instruction but applies just as well to any acquirer or incumbent looking sideways into a category. A national bank trying to break into rural lending. A pharma company trying to address tier-three distribution. The constraint is not the model; the constraint is the operator’s adjacency to the constraint itself. Capital can be deployed against many places; the scarce thing is the founder with the right shoulders.

Bhavadeep names the most common founder pathology he sees in the proptech and adjacent categories. The founder wants an American valuation and an Indian retention pattern. They will not dilute. They will not let others run the company even when their own gift is the idea and not the operation. They will fight among themselves before they will fight the market. The ego, he says, is larger than the company; the company is what suffers for it.

The Flipkart contrast is deliberate. The Indian startup era was defined by Flipkart, and Flipkart was defined by founders who eventually let go. Bhavadeep does not romanticise the exit — not every startup gets the Flipkart exit, not every founder should expect the Flipkart exit — but the absence of the willingness to even consider letting go is what produces the broken cap-tables and the unhappy founder-investor relationships of the post-2022 collapse. The angel filter follows from this: he writes cheques for founders who will let other people kind of participate. The willingness to share is the prerequisite, not a luxury.

Bhavadeep’s final structural argument is about geography. Singapore is one city. Dubai is one city. India has talented operators clustered in Bangalore, Mumbai, Hyderabad and Pune and is asking them to move to a new financial hub like GIFT City on policy alone. The Indian operator does not move easily; the family unit, the schooling, the food preference, the climate adjacency all count. The government’s mistake, Bhavadeep argues, is to build the new city far from the existing talent cluster rather than next to it. The fix is to seed the next financial hub adjacent to Bangalore or Mumbai with similar weather and a comparable living standard, and let the migration cost stay low.

The deeper claim under the geography argument is about how the country reaches a five-to-ten-trillion-dollar economy. The math requires construction at a pace that is unreachable without private participation and proptech. Capital is not the constraint — international investors want to put money into India today. The constraint is the operational scaffolding to deploy it. The new cities, when they come, will be the test of whether the property stack and the proptech category can support the migration. Until then, the country builds infrastructure faster than the construction industry can absorb the demand.