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Property Intelligence AI

Demo / Sample Dahisar–Virar corridor · research score only

Vasai

Historic town with growing residential catchments.

20.9/100

Vasai score: 21/100. Before risk this area scored 45.9; 25 risk points were deducted. Highest support comes from connectivity (62.0/100 → 17.36 weighted points). Treat this as research assistance — risk flags are active.

Final score = (sum of each component × its weight) − risk deductions, then clamped between 0 and 100. It is NOT a predicted profit, rental yield, or guaranteed outcome.

Weighted total45.92
Risk deductions−25
Final score20.9

Why this score

  1. Connectivity scored 62.0/100 and contributed 17.36 points (weight 28.0%). Moderate transport access — usable but not the corridor leader.
  2. Livability (proxy) scored 64.0/100 and contributed 11.52 points (weight 18.0%). Average livability proxy for this corridor.
  3. Risk deductions reduced the score: Demo / sample data only (−15.0); Low source confidence (−10.0).

Component math

Each row shows the raw component (0–100), its weight, and how many points it added to the weighted total.

Connectivity

Rail, road, metro and corridor access relative to nearby localities.

62/100weight 28%+17.36 pts

Moderate transport access — usable but not the corridor leader.

Livability (proxy)

Phase-1 proxy for amenities and living conditions (not a full livability index).

64/100weight 18%+11.52 pts

Average livability proxy for this corridor.

Infrastructure pipeline

Number and stage of linked public development projects affecting the locality.

26/100weight 24%+6.24 pts

Few linked projects, or they are still early / thin for scoring. Linked projects counted: 1. Count boost 8.0 + maturity points 18.0.

Project maturity

How advanced linked projects are (proposal → tender → construction → completed).

30/100weight 18%+5.4 pts

Linked projects are mostly proposals or unverified mentions. Status mix: proposal.

Source quality

Average confidence of linked sources, plus a boost when non-demo verified items exist.

45/100weight 12%+5.4 pts

Low source confidence; claims need careful review. Average source confidence: 45.0%. No verified non-demo projects yet.

Risk deductions

RiskPointsWhy deducted
Demo / sample data only−15Linked projects are sample/demo entries. This is research UI data — not official confirmation.
Low source confidence−10Average AI/source confidence is below the publish comfort threshold (< 55%).

How linked projects affect this score

ProjectStatusConfidenceScore impact
[DEMO] Sample Station-Area Amenity Upgrade — Vasai
Demo / Sample
proposal45%Status 'proposal' feeds infrastructure pipeline + project maturity. Demo label triggers demo risk deduction when all projects are demo. Confidence 45.0% feeds source quality.

Scoring rules (plain language)

  • Connectivity and livability start from corridor baseline inputs (Phase-1 proxies).
  • Infrastructure pipeline rises with more linked projects and more advanced statuses.
  • Project maturity averages status maturity (proposal < tender < construction < completed).
  • Source quality uses average confidence and boosts when verified non-demo items exist.
  • Risk deductions subtract for unverified mentions, delays, demo-only data, and low confidence.

Linked projects

Project status and source confidence feed the infrastructure, maturity, and source-quality parts of the score above.

ProjectStatusSource dateConfidence
[DEMO] Sample Station-Area Amenity Upgrade — Vasai
Demo / Sampleproposal

Fictional proposal record for UI and pipeline demos. Do not treat as verified.

Source: https://example.com/demo/station-area-upgrade

proposal2025-01-1545%