Research Engine

How we research a property.

Eight pillars, cross referenced against primary sources including RERA filings, municipal records, market indices, and our proprietary builder dossiers.

Research Engine

Eight pillars. One verdict.

Each project is researched across eight dimensions. Every dimension carries its own confidence, sources and last verified timestamp.

Builder Research

Delivery track record, legal history, financial stability, RERA compliance.

Project Research

Approvals, specifications, phasing, delivery timelines, escalation history.

Legal Research

Title, encumbrances, RERA filings, OC/CC status, litigation, plan amendments.

Price Research

Fair value analysis vs locality median, price trends, escalation risk.

Locality Research

Infrastructure, connectivity, water, power, civic health, planning notifications.

Investment Research

Rental yield, capital appreciation drivers, exit liquidity, tenant demand.

Lifestyle Research

Amenities depth, density, green cover, noise, air quality, community fit.

Future Growth Research

Metro extensions, master plan changes, employment corridors, upcoming supply.

Research methodology

Draft with AI. Verify with sources. Review with humans.

Our methodology is public because our business depends on it being defensible.

I

Collect

AI research agents pull from RERA portals, municipal filings, court records, published market indices and our proprietary builder dossiers. Every claim is bound to a source.

II

Verify

Findings across the eight pillars are reconciled against one another. Contradictions, such as a builder claim vs an RERA filing, are flagged, not smoothed over.

III

Synthesize

Signals from every pillar are weighted and reconciled into a single confidence range. No pillar is allowed to override the others without a documented reason.

IV

Decide

A human analyst reviews confidence flags, legal amendments and edge cases. The final verdict carries a calibrated confidence range, not a false precision number.