MV
MetroVal ML 92.4% RICS ACCURACY
DIRECT ACTION WORKSPACE VALUATION CONTROLS & SOW

Spatial Econometric Valuation & PropTech ML Engine

Calculate machine learning property valuations, inspect verified Land Registry comparable transactions, or configure an enterprise API deployment plan below.

MODEL ACCURACY 92.4% RICS R2
1-CLICK ASSET VALUATION PRESETS
RICS RED BOOK COMPLIANT
01 · DIRECT ACTION LIVE DEMO

Run ML Valuation Engine

Predict instant fair market value, confidence bounds, and $/sqft metrics with 3D solar massing building visualization.

02 · MARKET COMPS REGISTRY

Inspect Registry Comps

Filter 500k+ historical Land Registry transactions, compare square footage, distance radius, and recent transaction dates.

03 · THE FIRST PLAN ENTERPRISE SOW

PropTech Enterprise Deployment

Configure valuation API volume, MLS / HM Land Registry ingestion pipeline, custom ML models, and download signed SOW quote.

Property Spatial Parameters

LightGBM Inference Active
Prime Central W1
GEO-CODED
1,450 sq ft (134.7 m²)
sqft
400 sq ft 2,450 sq ft 4,500 sq ft
3
2
Grade 4: High Spec (+12%)
1: Distressed 2: Fair 3: Standard 4: High-Spec 5: Turnkey Luxury

Mortgage & Investment ROI Engine

Real-Time Amortization
20% (£501,100)
5% (High Leverage) 20% (Standard) 50% (Conservative)
5.25% Fixed
2.0% 5.25% (BoE Baseline) 9.0%
ESTIMATED MONTHLY OUTLAY: £12,042 / mo
PRINCIPAL & INTEREST: £9,874 / mo
TAX & INSURANCE (EST): £2,168 / mo
EST RENT £7,934/mo
GROSS YIELD 3.80%
5Y EQUITY GAIN +£560K
INSTITUTIONAL INVESTMENT TEAR-SHEET RICS RED BOOK ALIGNED
NET OPERATING INC (NOI): £76,166 / yr
CAPITALIZATION RATE: 3.04% Net
CASH-ON-CASH RETURN: 4.28%
DSCR RATIO: 1.42x (Safe)
VIEW 360-MONTH LOAN AMORTIZATION SCHEDULE
[EXPAND]
Period Principal Paid Interest Paid Remaining Debt Equity Built

Submarket Macro Telemetry

Quarterly Trend
12M GROWTH +4.8%
GROSS YIELD 3.92%
DAYS ON MKT 28 Days
5Y CAGR +5.2%

3D Parametric Architectural Massing Model

3 Storeys · 1,450 sq ft GIA · Solid Mass
£2,505,500
PREDICTED FAIR MARKET VALUATION (RICS RED BOOK)
92.4% CONFIDENCE TIER 1 LIQUID
£2,505,500 £1,728 / sq ft
CONSERVATIVE VALUATION (95% CI) £2,392,500
OPTIMISTIC SPREAD (95% CI) £2,618,000

Historical Appreciation & 3Y ML Projection

5Y Track + 3Y Forecast
CAGR: +5.2% Total: +22.4%
Historical Actuals (2021-2025) Current Spot (2026) LightGBM Confidence Corridor (2027-2029)

Dynamic SHAP Feature Contribution Waterfall

Additive Explainer

Geospatial Transaction Comps (< 0.5 miles)

6 Comps
Sort:

HM Land Registry Title Deed Comps Ledger

CADASTRAL VERIFIED
Title Deed ID Address & Cadastre Tenure Price / SqFt SDLT Stamp Settled Price
BGL-891042 14 Eaton Mews South, SW1W
APN: 042-891-22 · 51.4921° N, 0.1518° W		 Freehold £1,780 / sqft £194,500 £2,450,000
NGL-551029 28 Chester Square, SW1W
APN: 042-551-09 · 51.4932° N, 0.1524° W		 Leasehold (999y) £1,745 / sqft £212,000 £2,620,000
EAL-309114 7 Bourne Street, SW1W
APN: 042-309-14 · 51.4908° N, 0.1542° W		 Freehold £1,690 / sqft £178,200 £2,380,000
PROPTECH INSTITUTIONAL PRICING

Enterprise Appraisal Engine & Plan Sizing

Choose your institutional valuation quota, Land Registry batch underwriting feeds, and automated RICS Red Book appraisal exports.

BOUTIQUE TIER ESTATE DESK

Boutique Appraisal Desk

£450 / month

Ideal for high-end boutique estate agencies and chartered surveyors requiring instant RICS automated valuation.

  • 500 Automated ML Appraisals / mo
  • Local Borough Comps & Comps Export
  • PDF Appraisal Summary Tear-Sheet
RECOMMENDED FOR FUNDS
INSTITUTIONAL TIER ASSET MANAGER

Institutional Underwriting Core

£1,850 / month

For private equity real estate funds, mortgage lenders, and family offices running portfolio stress tests.

  • 5,000 Bulk Batch Appraisals / mo
  • Full HM Land Registry Title Feeds
  • RICS Red Book Automated Compliance Export
  • Amortization & Cap Rate Sensitivity Matrix
ENTERPRISE REIT TIER SOVEREIGN API

Enterprise REIT & Capital Markets

£4,950 / month

For public REITs and commercial banks integrating real-time automated valuation into debt origination pipelines.

  • Unlimited Direct REST & GraphQL API Calls
  • Spatial GIS Vector Overlays & Geospatial Bounds
  • Dedicated Model Retraining on Proprietary Leases
  • Founder-Level Sev-1 Support & 99.99% SLA

Portfolio Appraisal Volume & Sizing Engine

REAL-TIME QUOTA SIMULATOR
Monthly Appraisals Needed 8,000 Appraisals
500 15,000 30,000 / mo
Traditional Surveyor Desk Fee (£/unit) £180.00 / desk report
£80 (Desktop) £180 (RICS Standard) £350 (Full Physical)
TRADITIONAL VALUATION COST £1,440,000 / mo Surveyor desktop audits
METROVAL ML PLATFORM COST £2,900 / mo Base £1,850 + 3,000 overage
UNDERWRITING SAVINGS £1,437,100 / mo 99.8% Faster Underwriting Velocity
ANNUAL VALUE GAINED £17,245,200 / yr API Turnaround: 180ms
Underwriting Standard: RICS-Compliant Automated Valuation & HM Land Registry Deeds