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The DBF Engine
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Intelligent Optimization

Intelligent Optimization

Smarter Cities with DBF Engine

AI-driven insights for Scenario Planning to improve Quality of Life programs, optimize Lifetime projects, and benchmark with the Urbn Index.

Spatial Analytics

How DBF Engine Enhances Urban Planning (Spatial Analytics)

City planners and government agencies face an overwhelming amount of data that is often silod, demographics, amenity planning, green access, infrastructure allocation, heat-island performance, environmental metrics, and more. DBF Engine processes and analyzes a wide range of authoritative and or open source datathis data to generate actionable recommendations, helping planners make informed decisions. Creating in-house quick scenarios and reporting supported by LLM’s enhance workflows in unprecedented ways.

Our platform enables:

Scenario
Modelings

Scenario
Modelings

Parcel or Zoning
Optimization

Scenario
Modelings

Climate Resilience
Planning

Scenario
Modelings

Quality of  
analysis

Scenario
Modelings

Parcel or Zoning Optimization

Scenario
Modelings

Climate Resilience Planning

Scenario
Modelings

QUality of  
analysis

Scenario
Modelings

Advantages

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Clear Visualization of Transit Scenarios

Simulate and visualize various mobility models to identify bottlenecks and optimize transit systems.

Improved Livability and Lower Emissions

Promote sustainable growth by balancing density, green spaces, and mobility to reduce carbon footprints.

Reduces Cycles, Errors, and Improves Outcomes

Minimize errors and improve project outcomes by integrating AI-driven insights into decision-making processes.

Supports 15-Minute City and Quality of Life Index

Enhance urban accessibility by aligning planning with 15-minute city principles, ensuring equitable access to essential services.

Camiel Weijenberg, CEO AND COFUNDER OF DBF

Cities are facing unprecedented challenges—from climate breakdown and resource scarcity to rapid urbanization and social inequality. The future of urban planning can go beyond efficiency; embrace resilience, inclusivity, and sustainability at its core. At Digital Blue Foam, we develop solutions empowering planners, consultants with intelligent insights, enabling them to design cities that enhance quality of life, foster inclusion, and withstand the evolving pressures of the modern world.

Use Cases for DBF Engine at the City Scale

Sustainable Urban Growth Scenario Planning

Model the impact of different growth strategies to ensure balanced development that meets environmental and social goals.

Transit and Mobility Optimization

Analyze and optimize multimodal transport networks to improve accessibility and reduce congestion in urban cores including cost benefit analysis.

Climate Risk and Disaster Preparedness

Identify high-risk zones, effects of Heat-islands and create resilient infrastructure plans to protect vulnerable populations either in growth or when shrinking.

Equitable Zoning and Housing Allocation

Ensure zoning policies address population growth while maintaining affordable housing and green-open space accesscoverage.

Infrastructure and Utility Planning

Simulate the impact of new infrastructure projects on urban systems to minimize disruptions and improve service delivery and understand the impact on carbon emission and noise polution.

Frequently
asked questions

Common questions from our prospects.

What is sustainability in building design?

Sustainability in building design is how efficiently the building saves resources while being built and in operation. A building is designed as per functional and aesthetic requirements. Still, it becomes sustainable only when it is a building that doesn’t add to the amount of carbon and doesn’t waste resources, and many more criteria that help the environmental health. Some aspects that are taken care of are life cycle assessment and structure design efficiency. A Life Cycle Assessment is the systematic analysis of the potential environmental impacts of products or services during their entire life cycle. Apart from this, attention is paid to details like material efficiency, waste reduction, and leaving over the most negligible carbon footprint. Water efficiency and energy efficiency are managed through various methods. There are many steps taken to make sure that the users would have indoor environmental quality enhanced, and the building could achieve thermal comfort.

What is sustainable urban planning?

Urban planning places all the features, including buildings, landscapes, neighborhoods, etc., in a town or city. Sustainable urban planning refers to planning to locate the parts of town so that people can witness green buildings, mixed-use developments, walkable neighborhoods, open spaces, alternative energy sources, transit options, accessible amenities while keeping a balance with being approachable, attractive, and environment friendly. A sustainable urban environment also conforms to the idea that a city can be organized without excessive reliance on the surrounding countryside and power itself with renewable sources of energy. Self-sufficiency and resilience are also some factors that cities and towns can achieve to be sustainable. The concept of 15-minute cities encourages sustainable urban planning while keeping the infrastructure accessible to all. These cities have all the amenities a regular household needs within 15 minutes of walking or bicycling and are a great way to reduce dependence on motor vehicles.

How do you create a sustainable building?

To create a sustainable building, we need to check that the building leaves a minuscule carbon footprint. The AEC industry is responsible for 40% of carbon emissions in the world. So, to create a sustainable building, we need to make sure of some basic parameters. First of all, the construction material should be eco-friendly and robust. The waste generated from the building should be treated concerning the environment. As designers, there are many factors in designing that can affect the sustainability of a building, which can be creatively handled. Orientation of buildings and the fenestrations as per the sun-path and increasing natural daylight reduce artificial sources. Also, alternate energy sources like solar energy can be tapped for saving more on energy. The right amount of planned ventilation can help maintain thermal comfort and indoor air quality. Using some particular building techniques can help the labor and building process by being reusable and easy to use.

How does Digital Blue Foam analyze sustainability?

We provide, precise and up-to-date, wind analysis and solar studies for any given site location and time period. 


Solar studies involve shadow and radiation analysis, and dynamic daylight metrics like Daylight Autonomy (DA) and Spatial Daylight Autonomy (sDA). You can focus on comparing sustainability of different design options and creating value for your clients, without worrying about any setup requirements.


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