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10 September 2026
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BhuScore — Land Parcel Credit Bureau

A Data-Driven Credit Profile for Every Inch of Indian Land

Anand babu DWebsite

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About the Project

BhoomiScore A Data-Driven Credit Profile for Every Inch of Indian Land Court Records × Parcel Geometry × Encumbrance Flags — One Parcel File · Every Flag Cited · In Seconds THE PROBLEM India registers deeds but never guarantees title — ownership is presumptive and always challengeable. The result: ~66% of pending civil cases are land/property disputes, 51.9M land cases pending before courts (Feb 2025), ~25% of Supreme Court judgments involve land, and every lender, buyer and advocate re-verifies the same facts manually — one n5,000–25,000 file at a time. WHY NOW — THE WINDOW IS OPEN 98.5% of rural Records of Rights digitised; 36 cr+ parcels assigned ULPIN 'Bhu-Aadhaar' IDs (Nov 2025). n875 cr DILRMP outlay; 3.29 lakh villages drone- surveyed under SVAMITVA; 3.10 cr property cards issued. 27.6 cr+ court records exposed via eCourts / NJDG APIs. 28 States/UTs on NGDRS national deed-registration platform. Urban land-records digitisation targeted by 2027 — the high-value transaction base. Digitised. ID'd. API-reachable. The private intelligence layer can be built now — and not before. THE PRODUCT — THE CREDIT FILE, FOR LAND One persistent Land Parcel Profile keyed by ULPIN + geo-polygon + survey number, rebuilt continuously. Seven components: Parcel Identity · Ownership Chain · Encumbrances & Charges (CERSAI-type) · Litigation History (eCourts/NJDG) · Public Notices · BhoomiScore Risk Flags (DISPUTED · ENCUMBERED · BROKEN TITLE CHAIN · UNDER ACQUISITION — every flag cited with source URL, case number, timestamp) · ParcelWatch alerts that convert a one-off report into a subscription. HOW IT WORKS — AND WHY IT'S DEFENSIBLE Fragmented public records in; one scored parcel file out. Ingestion & ETL from state RoR portals, eCourts/NJDG, registration data and SVAMITVA GIS layers → the secret sauce: a Parcel Matching Engine combining ULPIN keys, geometry intersection and AI fuzzy entity resolution to link vernacular court orders to specific parcels → a persistent Parcel Profile Store carrying a confidence score on every record → APIs, dashboards and consumer products on top. Court cases rarely cite ULPIN, so we publish a linkage precision benchmark (target ≥70% precision at launch) rather than claim perfection. Step 02 is the moat: it is a legal

  • GIS + data-engineering problem at once, which is why every incumbent solved only their own third

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Key Features

key feature list for BhuScore — Land Parcel Credit Bureau:

  1. ULPIN-Keyed Parcel Identification & Risk Scoring Universal Land Parcel ID (ULPIN): 14-digit standardized geo-referenced indexing for agricultural, commercial, and residential plots. BhuScore Index (300–900): Proprietary credit and risk assessment algorithm evaluating title continuity, litigation risk, encumbrance burden, and boundary integrity. Comprehensive Land Registry Metrics: Instant access to Survey/Khasra/Hissa numbers, Khata records, land classification, verified area (hectares, acres, sq.ft), and government guideline vs. market valuations.
  2. Interactive Cadastral GIS & Encroachment Engine Vector GIS Mapping: High-precision boundary polygon rendering with satellite and cadastral layers powered by Leaflet. Adjacent Plot Intelligence: Real-time identification of neighboring survey boundaries, adjacent khatedars, and potential boundary overlaps. Boundary Integrity Alerts: Visual flagging of disputed borders, easement rights, road widening setbacks, and buffer zone encroachments.
  3. 30-Year Ownership Chain & Title Lineage Chronological Chain of Custody: Traceable record of title transfers covering Sale Deeds, Partition Deeds, Gift Deeds, and Inheritance/Succession. Registration Cross-Verification: SRO registration numbers, book/volume entries, stamp duty audit status, and mutation extract validation. Lineage Continuity Audit: Automated detection of title breaks, un-mutated legal heir claims, or missing antecedent deeds.
  4. CERSAI Encumbrance & Collateral Registry Central Hypothecation Tracking: Direct visibility into active mortgage charges registered with CERSAI. Lender Consortium Records: Details on charge holder banks/NBFCs, sanctioned amounts, charge creation dates, and satisfaction filings. Double-Pledging Prevention: Immediate alerts for multiple parallel charges or undisclosed second mortgages.
  5. eCourts Litigation Dossier Multi-Tier Court Case Tracking: Aggregation across District Courts, High Courts, and Revenue Courts (Tehsildar / Sub-Divisional Magistrate). Adverse Orders Flagging: Instant detection of lis pendens notifications, interim stay orders, property attachment notices, and partition disputes. CNR & Case Status: Full CNR number tracking, case history, petitioner/respondent details, and scheduled hearing dates.
  6. Public Notices, Caveats & SARFAESI Alerts Public Domain Intelligence: Aggregation of vernacular and English newspaper public notices, title objection caveats, and claims. Recovery & Acquisition Actions: Early detection of SARFAESI Section 13(2)/13(4) auction notices and government acquisition proposals (e.g., NHAI, State Industrial Corridors).
  7. Entity Matching & Identity Discrepancy Visualizer Fuzzy Identity Verification: Automated reconciliation between RoR (Record of Rights), Aadhaar/PAN, Title Deeds, and court records. Mismatch Detection: Flags alias variations, phonetic name spelling differences, and father's/spouse's name discrepancies that could compromise title enforceability.
  8. AI-Powered Legal Opinion & Title Search Automated Due Diligence: Synthesizes property telemetry to draft a structured Title Verification & Legal Opinion. Actionable Loan Conditions: Outlines precise pre-sanction requirements, conditions precedent (CPs), indemnity requirements, and an explicit marketability verdict.
  9. Bureau Report Export & Print System Standardized Credit Report: Multi-page formal documentation layout complete with institutional header, verification QR code, risk breakdown, and official legal disclaimers. Print & PDF Optimized: Clean typography and dedicated print stylesheets for bank credit committee and legal underwriting packages.
  10. Lender Portfolio Analytics & Real-Time Watchlist Collateral Risk Monitoring: Portfolio view for risk managers to monitor geographic concentration and aggregate portfolio health across secured assets. Proactive Trigger Alerts: Push notifications and event logs whenever a new court case is filed, a fresh charge is created, or a title challenge emerges on a mortgaged parcel.

About the Creator

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Anand babu D