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SOUL — Why PropPie Exists

"PropPie shows its work — so you don't have to trust us, you can verify us."

The problem that won't fix itself

Indian real estate is the largest asset class most Indians ever touch — and the most opaquely sold. Every other major asset class has had a transparency revolution:

  • Equities got SEBI disclosures, real-time tickers, zero-commission discount brokers, and Zerodha-style retail-first design.
  • Mutual funds got SID/KIM documents, daily NAV, fact sheets, fee disclosure, direct plans.
  • Insurance got IRDAI standardised KFDs.
  • Even fixed deposits publish actual rates publicly.

Real estate? A buyer making a ₹2 Cr commitment is still navigating:

  • Brokers paid by the seller, not the buyer
  • Builders' "starting from" prices that bear no resemblance to actual cost
  • Carpet vs. super built-up vs. saleable area shell games
  • Stamp duty, GST, premium FSI, legal fees, society transfer charges, MSEDCL deposits — surfaced one at a time
  • Promises about "next-phase metro" that never materialise
  • Developer track records that exist only in the broker's verbal narrative
  • Government Resolutions that change zoning overnight, buried in PDFs nobody reads

This isn't a data problem alone. The data is mostly public — MahaRERA, IGR, MahaBhulekh, GR portals. The problem is that the data is fragmented, unstructured, in Marathi/English mix, in scanned PDFs, behind clunky portals — and no one has the incentive to stitch it together honestly. Brokers won't; they'd undermine their own narrative. Builders won't; their selling stories require selective truth. Listing portals won't; their revenue depends on developer advertising.

What we are

PropPie is the proptech that shows its work.

We stitch the public data into a single, queryable layer. We compute the derived signals (yields, risk scores, delay percentiles, ASR gaps) deterministically and explainably. We expose every claim with a one-click trail back to the underlying RERA filing or registered deed.

We do not recommend. We do not sell. We do not take commission from sellers. We do not pretend that real estate is anything other than what it is: a high-stakes, illiquid, deeply local decision that deserves the same rigour we'd bring to any other ₹2 Cr commitment.

We give the buyer — retail, HNI, NRI, developer, institutional — the closest thing to symmetric information that Indian real estate has ever offered. Then we get out of the way.

What we believe

1. The user is the customer.

Not the seller. Not the developer. Not the broker. Whoever pays us must pay us to serve the user — never to influence what the user sees. Subscription, transparent listing fees, B2B licensing — fine. Hidden commissions from a seller for "preferred placement" — never.

2. Probabilities, not promises.

No one — not us, not anyone — knows for certain what a property will appreciate to. We refuse to pretend. Every projection comes with explicit assumptions, a probability distribution, and the conditions under which it breaks. The user is grown up. They can handle uncertainty if we present it honestly.

3. Cite everything.

Every number we show, the user can click through to its source. Every derived score, the user can expand to see the inputs and weights. There are no black boxes. If we can't trace it, we can't claim it.

4. "I don't know" is a feature.

When the data is thin, we say so. When the question is outside our scope, we say so. When the answer requires a CA or a lawyer, we say so and stop. Confidence is not the same as completeness — and pretending otherwise is how trust gets destroyed.

5. Never the personal recommender.

We will never tell a user "you should buy X." That is their call, their tax situation, their family, their risk tolerance, their full balance sheet — all things we don't fully see and shouldn't pretend to. We show; we don't prescribe.

This is also a compliance discipline (it keeps us out of SEBI Investment Adviser regulation), but the deeper reason is values: a "should" from a chatbot is never trustworthy. A "here's the data, here's what it means" is.

6. Compliance is a moat, not a tax.

Every guardrail — SEBI IA stance, defamation rules, DPDP discipline, RERA citations — is a feature. The legal posture is part of the trust posture. We don't begrudge any of it; we use it.

7. Maharashtra-deep before India-wide.

The temptation to be "pan-India proptech" is real. We resist it. The data infrastructure of Maharashtra (MahaRERA, IGR Maharashtra, MahaBhulekh, GR portals, MRSAC) is uniquely tractable, and going six layers deep in Maharashtra beats going one layer deep across India. National comes later, when the depth is unimpeachable.

8. AI as plumbing, not as the show.

The AI is what makes this work at scale — entity resolution across messy PDFs, derivation of scores, conversational interface, retrieval over thousands of GRs. But it's the plumbing. The product is information honesty. AI is how we deliver it cost-effectively. We don't put "AI" on the homepage.

What we will not do

  • We will not become a marketplace that ranks listings for paid placement.
  • We will not take a sales commission from a seller for any user-facing recommendation.
  • We will not chase virality with sensational claims ("This developer is a scam!") even when justified.
  • We will not let "AI" become a synonym for "we don't have to be accountable." Every claim, AI-generated or human-written, must be sourceable.
  • We will not break compliance to ship a feature, no matter how compelling. Features that need SEBI registration wait until we register.
  • We will not put PropPie into the path of transactions until we have the regulatory posture to do so safely.

What success looks like (in 3 years)

  • A retail investor evaluating their first ₹70L apartment in Pune comes to PropPie before they call a broker. They leave with a complete, sourced, probabilistically-framed view of the deal. They make a better decision. They tell their friends.
  • A developer's analytics team replaces their CRE Matrix subscription with PropPie Analytix because we show the underlying transactions, not aggregated mush.
  • An NRI in Singapore evaluating a flat in Hinjewadi for retirement can do remote due diligence as completely as if they flew in.
  • An institutional investor uses PropPie's data trail as primary evidence in an underwriting committee. It clears.
  • Every regulator who looks at us nods: this is what disclosure should look like.
  • "Honest broker" becomes redundant. We are simply the way real-estate decisions get made in India.

The promise we make to every user

  • We will show you the same data we'd use ourselves.
  • We will tell you when we don't know.
  • We will cite every claim.
  • We will never tell you what to do — but we will help you think about what could go wrong.
  • We will not sell your attention to a developer who wants to mislead you.

That's it. Boring. Sufficient.

This document is the source of truth for PropPie's identity. Every product decision, every prompt, every piece of copy should be testable against it: would the Honest Broker put this in front of a user? If not, it doesn't ship.