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Property Intelligence AI

Demo / Sample Dahisar–Virar corridor · research score only

Dahisar

Northern Mumbai suburb at the start of the Western corridor toward Virar.

10.2/100

Dahisar score: 10/100. Before risk this area scored 47.2; 37 risk points were deducted. Highest support comes from connectivity (72.0/100 → 20.16 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 total47.22
Risk deductions−37
Final score10.2

Why this score

  1. Connectivity scored 72.0/100 and contributed 20.16 points (weight 28.0%). Stronger transport access relative to the corridor average.
  2. Risk deductions reduced the score: Delayed / uncertain project (−12.0); 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.

72/100weight 28%+20.16 pts

Stronger transport access relative to the corridor average.

Livability (proxy)

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

68/100weight 18%+12.24 pts

Average livability proxy for this corridor.

Infrastructure pipeline

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

23/100weight 24%+5.52 pts

Few linked projects, or they are still early / thin for scoring. Linked projects counted: 1. Count boost 8.0 + maturity points 15.0.

Source quality

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

40/100weight 12%+4.8 pts

Low source confidence; claims need careful review. Average source confidence: 40.0%. No verified non-demo projects yet.

Project maturity

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

25/100weight 18%+4.5 pts

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

Risk deductions

RiskPointsWhy deducted
Delayed / uncertain project−12At least one linked project is delayed or uncertain, which increases delivery risk.
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 Bus Depot — Dahisar (Delayed / Uncertain)
Demo / Sample
delayed uncertain40%Status 'delayed uncertain' feeds infrastructure pipeline + project maturity. Demo label triggers demo risk deduction when all projects are demo. Confidence 40.0% 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 Bus Depot — Dahisar (Delayed / Uncertain)
Demo / Sampledelayed uncertain

Demonstrates delayed_uncertain status and risk deduction behaviour.

Source: https://example.com/demo/bus-depot

delayed uncertain2023-11-2040%