Property Intelligence AI

Demo / Sample Dahisar–Virar corridor · research score only

Nalasopara

High-density suburban market north of Vasai.

30.4/100

Nalasopara score: 30/100. Before risk this area scored 55.4; 25 risk points were deducted. Highest support comes from connectivity (60.0/100 → 16.8 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 total55.41

Risk deductions−25

Final score30.4

Why this score

Connectivity scored 60.0/100 and contributed 16.8 points (weight 28.0%). Moderate transport access — usable but not the corridor leader.
Infrastructure pipeline scored 50.5/100 and contributed 12.12 points (weight 24.0%). Some linked projects exist, but the pipeline is still thin or early-stage. Linked projects counted: 2. Count boost 16.0 + maturity points 34.5.
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.

60/100weight 28%+16.8 pts

Moderate transport access — usable but not the corridor leader.

Infrastructure pipeline

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

50.5/100weight 24%+12.12 pts

Some linked projects exist, but the pipeline is still thin or early-stage. Linked projects counted: 2. Count boost 16.0 + maturity points 34.5.

Livability (proxy)

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

58/100weight 18%+10.44 pts

Average livability proxy for this corridor.

Project maturity

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

57.5/100weight 18%+10.35 pts

Mixed maturity — some projects still early. Status mix: proposal, under construction.

Source quality

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

47.5/100weight 12%+5.7 pts

Low source confidence; claims need careful review. Average source confidence: 47.5%. No verified non-demo projects yet.

Risk deductions

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

How linked projects affect this score

Project	Status	Confidence	Score impact
[DEMO] Sample Station-Area Amenity Upgrade — Vasai Demo / Sample	proposal	45%	Status 'proposal' feeds infrastructure pipeline + project maturity. Demo label triggers demo risk deduction when all projects are demo. Confidence 45.0% feeds source quality.
[DEMO] Hypothetical Water Supply Augmentation — Naigaon–Virar Demo / Sample	under construction	50%	Status 'under construction' feeds infrastructure pipeline + project maturity. Demo label triggers demo risk deduction when all projects are demo. Confidence 50.0% 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.

Project	Status	Source date	Confidence
[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	proposal	2025-01-15	45%
[DEMO] Hypothetical Water Supply Augmentation — Naigaon–Virar Demo / Sampleunder construction Illustrative under-construction style entry for map and compare views. Source: https://example.com/demo/water-supply	under construction	2025-03-10	50%

Project

Status

Source date

Confidence

[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

proposal

2025-01-15

45%

[DEMO] Hypothetical Water Supply Augmentation — Naigaon–Virar

Demo / Sampleunder construction

Illustrative under-construction style entry for map and compare views.

Source: https://example.com/demo/water-supply

under construction

2025-03-10

50%