Master Planning

AI Driven Masterplans with the DBF Engine

At DBF, we believe better cities start with better decisions. That's why we equip planners to drive long-term impact—merging urban data, sustainability metrics, and tools like the urbn index to shape liveable, resilient cities through lifetime projects.

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Site Analysis Masterplan KPI Dashboard
Plot Ratio
Zoning
2D
3D
Scenario Type
Site KPIs
Plot Ratio2.8
GFA142,400m²
Site Area50,860m²
Sustainability
Green Cover38%
Walkability81%
Transit Access74%
Scenario A — Active
DensityHigh
Scenario B
Scenario C
Residential Mixed Use Commercial Green Space Civic / Inst. Logistics Transit Corridor Scenario A Infrastructure Green

How DBF Engine Transforms Masterplanning

Masterplan development traditionally involves a fragmented ecosystem of geospatial, design, and reporting tools, resulting in inefficient workflows and siloed data. DBF Engine eliminates this fragmentation by integrating generative design, KPI monitoring, and real-time visualization into a single cloud-based platform. With DBF Engine, masterplan teams can visualize and analyze multiple configurations simultaneously, ensuring the most efficient, sustainable, and economically viable outcomes.

Our platform enables:

  • Automated Data Collection
    DBF automatically collects and processes multi-source urban data including zoning, demographics, amenities, green spaces, and infrastructure — eliminating weeks of manual data gathering.
  • Generative Masterplan Design
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    Instantly generate multiple optimized masterplan scenarios that meet planning criteria and sustainability goals, exploring the full design space in minutes.
  • KPI Dashboard and Validation
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    Comprehensive KPI dashboard showing all planning metrics in real-time — plot ratio, GFA, green cover, walkability — for instant validation and scenario comparison.
  • Instant Scenario Assessment
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    Quickly evaluate and compare multiple scenarios against planning objectives and sustainability criteria, enabling faster, evidence-based decisions.

Advantages
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90% Time Savings

Reduce report production and scenario evaluation time by up to 90%. What previously took months of manual data gathering and analysis now runs in minutes, freeing planners to focus on strategic decisions rather than data management.

90% Time Savings
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50% Cost Savings

Minimize conceptual masterplan development costs by 50%. AI-driven automation reduces the need for expensive iterative consultant cycles, enabling teams to explore more scenarios at a fraction of the traditional cost.

50% Cost Savings
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99% Automation

Eliminate manual data management through seamless automation. DBF Engine handles data collection, processing, scenario generation, and KPI validation automatically — delivering near-complete automation of the masterplanning workflow.

99% Automation
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Unified Solution

Single platform for all urban planning needs. From site analysis and zoning to scenario generation, KPI validation, and stakeholder reporting — DBF Engine replaces fragmented toolchains with one integrated masterplanning environment.

Unified Solution

"Cities are facing unprecedented challenges—from climate breakdown and resource scarcity to rapid urbanization. Digital Blue Foam develops solutions empowering planners with intelligent insights for resilient, inclusive, sustainable cities."

Camiel Weijenberg, CEO and Co-Founder of DBF


Use Cases for DBF Engine at the Masterplan Scale

New Urban Developments

Create optimized layouts for new communities that balance residential, commercial, and public spaces efficiently.

Transit-Oriented Developments

Model transit-integrated masterplans that promote walkability, reduce congestion, and maximize connectivity.

Sustainable Mixed-Use Districts

Design environmentally conscious districts that align with carbon reduction and renewable energy goals.

Smart City Planning

Develop and refine smart city frameworks by integrating IoT data, AI-driven insights, and real-time KPI tracking.


Frequently asked questions

Common questions from our prospects.

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What is sustainability in building design?
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Sustainability in building design is how efficiently the building saves resources while being built and operated. It means designing structures that minimise energy use, reduce carbon emissions, conserve water, and create healthy indoor environments — assessed across the full lifecycle of the building.
What is sustainable urban planning?
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Urban planning places all the features — including buildings, landscapes, neighbourhoods, and infrastructure — in a thoughtful arrangement that serves people now and in the future. Sustainable urban planning integrates environmental, social, and economic goals to create resilient, liveable cities.
How do you create a sustainable building?
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To create a sustainable building, we need to check that the building leaves a minuscule carbon footprint throughout its lifecycle — from material sourcing and construction to operation and eventual demolition. This begins with passive design strategies: orientation, massing, and natural ventilation, before layering in efficient systems.
How does Digital Blue Foam analyze sustainability?
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DBF Engine processes and analyzes a wide range of authoritative and open source urban data to generate actionable recommendations. We provide precise and up-to-date site analysis, KPI validation, and sustainability metrics — including green cover ratios, walkability scores, and climate resilience indicators — computed in real time as you design.

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We are a team of scientific polymaths, designers, and coders, driving the next revolution in complex project delivery.

AI-Powered Masterplanning for Better Cities and Urban Developments

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