Home / Solutions / For Government & Urban Planning

For Government & Urban Planning

Using real estate big data and AI to support urban governance, land policy, and city development decisions.

Urban Intelligence for Better Land, Housing, and Capital Decisions. Governments and urban planning institutions need to understand land, housing, liquidity, risk, infrastructure, population, commercial activity, and development potential at scale. MyGo Lab provides urban real estate intelligence that supports land policy, housing policy, zoning analysis, redevelopment strategy, disaster risk review, infrastructure planning, and smart city development.

Core Problems for Government & Urban Planning

Government and urban planning agencies face complex issues involving land use, urban renewal, zone expropriation, land readjustment, public infrastructure, transportation, demographics, disaster risk, industrial land, and housing policy. Traditional data is scattered across agencies and systems, making it difficult to understand urban changes and land value impacts in real time.

Pain Points

01 Land and property data is often fragmented across agencies.

02 Urban planning decisions require more real-time market intelligence.

03 Housing affordability and supply-demand imbalance are difficult to measure precisely.

04 Redevelopment potential is not always visible through traditional surveys.

05 Disaster, infrastructure, demographic, and commercial signals are not fully integrated.

06 Governments need better tools to understand asset liquidity and market stress.

07 Smart city development requires data that connects land, people, capital, and risk.

MyGo Lab Solution

MyGo Lab provides urban data layers, land value models, planning change detection, AI land opportunity analysis, disaster risk and land value impact analysis, TOD and infrastructure value assessment, urban renewal intelligence, and industrial land research to support more data-driven, model-based, and visualized governance.

Urban Data Layer

Land registry, zoning, transactions, listings, building age, infrastructure, transportation, population, school districts, commercial districts, and disaster data.

Land Use and Zoning Intelligence

Zoning, FAR, development restrictions, redevelopment potential, land assembly probability, and public policy impact.

Housing Market Intelligence

Price, rent, affordability, liquidity, vacancy, ownership concentration, supply-demand balance, and housing stress indicators.

Redevelopment and Urban Renewal Map

Aging buildings, ownership complexity, land assembly difficulty, market value gap, development feasibility, and policy priority scoring.

Disaster and Climate Risk Layer

Flooding, soil liquefaction, earthquake risk, slope land risk, infrastructure vulnerability, and resilience planning.

Urban Capital Flow Intelligence

Where capital is entering, where liquidity is declining, where speculation is rising, and where public intervention may be needed.

Policy Simulation and Planning Dashboard

Scenario analysis for zoning change, infrastructure investment, housing policy, redevelopment incentives, and regional economic development.

TOD & Infrastructure Impact

Evaluating the impact of transportation infrastructure on cities and asset values.

Urban Renewal Intelligence

Supporting unsafe building renewal, urban renewal, assemblage, and asset revitalization.

Use Cases

Land and urban data integration

Integrate cadastral, building, transaction, rent, zoning, transportation, population, commercial district, disaster, and public infrastructure data.

Urban planning and zoning impact analysis

Evaluate how zoning changes, FAR adjustments, public infrastructure, TOD, and industrial policy affect land value and urban development.

Housing affordability and supply-demand monitoring

Build policy indicators for home prices, rents, income, vacancy, supply, population movement, and market liquidity.

Urban renewal and unsafe building redevelopment map

Prioritize redevelopment using building age, structure, ownership complexity, assemblage probability, incentive value, and market value gaps.

Disaster and urban resilience analysis

Combine flooding, soil liquefaction, earthquake, slope land, and infrastructure vulnerability data for resilient city planning.

Public infrastructure impact evaluation

Measure the impact of metro lines, roads, schools, parks, science parks, commercial districts, and public facilities on land value and activity.

Land policy simulation dashboard

Simulate zone expropriation, land readjustment, urban renewal incentives, social housing, and industrial land policies.

Smart city governance model

Use AI / AGI to support urban Q&A, policy analysis, land decision support, and cross-agency data collaboration.

Value

MyGo Lab helps governments improve land governance efficiency, increase urban data transparency, support public infrastructure value analysis, improve housing and land policy evaluation, and make urban development decisions more real-time, precise, and visualized.

Product Applications

CTA

Better Cities Require Better Real Estate Intelligence. MyGo Lab helps governments and urban planning institutions transform land, housing, risk, infrastructure, and capital signals into actionable urban intelligence.

Build the next generation of real estate finance solutions with MyGo Lab.

Different institutions face different problems, but their underlying needs are the same: better data, more precise valuation, real-time risk control, trusted transactions, and more efficient capital flow.

MyGo Lab connects research, technology, products, transactions, and capital markets to build deployable, collaborative, and scalable real estate finance solutions for banks, financial holding companies, private banks, developers, family offices, private equity funds, real estate platforms, governments, and cross-border investors.