What Digital Blue Foam does

Digital Blue Foam (DBF) is a Singapore-headquartered, privately-held software company founded in 2019 that builds an AI-powered generative design and spatial analytics platform for the architecture, engineering, and construction (AEC) industry. The company's core technology, the DBF Engine, combines a proprietary two-step AI process — novelty search for design exploration followed by AI optimization for refinement — with real-time KPI validation across zoning, density, sustainability, and transport metrics. The platform ingests multi-source urban datasets (zoning, demographics, satellite imagery, IoT, environmental data) and integrates MATSim's agent-based transport simulation for city-scale planning. DBF distributes its technology through four product surfaces: the quote-based DBF Enterprise Platform, the self-serve DBF Hikari and DBF Mass SaaS tools, the experimental DBF Signal platform, and the proprietary DBF Hub middleware that streams projects into Revit, Archicad, and ESRI.

The company serves enterprise customers across six verticals — Education & Innovation, Industrial & Manufacturing, Logistics & Distribution, Urban Planning & Smart Cities, Transportation & Aviation, and Healthcare & Research — with named logos including Takenaka Corporation, Jacobs, AECOM, Emaar Properties, McKinsey & Company, Dubai Municipality, and Egis Group. Revenue derives from usage-based SaaS subscriptions for self-serve products, quote-based enterprise platform licensing, and custom software development services. Go-to-market combines enterprise field sales targeting large AEC firms and government planning authorities with product-led growth through self-serve tools. The company operates with 11–50 employees and has not disclosed external funding in available source materials.

DBF's competitive positioning rests on specialized AEC domain expertise, an advisory board anchored by MATSim Managing Director Pieter J. Fourie and 30-year urban planning veteran James A. Moore, and proprietary middleware that integrates with established BIM/GIS pipelines rather than displacing them. The company's strategic focus on mission-critical building infrastructure — data centers, EV factories, hospitals, transport hubs — positions it at the intersection of AI-driven design automation and large-scale infrastructure investment cycles.

Name

Digital Blue Foam

Legal name

Digital Blue Foam

Website

https://digitalbluefoam.com

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

11–50 employees

Short description

Digital Blue Foam is a Singapore-based software company founded in 2019 that provides an AI-powered generative design and spatial analytics platform for the AEC industry, serving enterprise clients across urban planning, transportation, healthcare, logistics, manufacturing, and education with proprietary BIM middleware and self-serve SaaS tools.

Ownership category

akta.pro rank

Headquarters

HQ city

Singapore

HQ country

Singapore

HQ region

Asia

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Usage-Based SaaS Subscriptions: Flexible usage-based pricing model where customers pay according to specific features, resources, or services utilized. Applies to DBF Enterprise Platform and SaaS products (DBF Hikari, DBF Mass).
2. Enterprise Platform Licensing: Full-scale enterprise solution combining generative design, spatial analytics, and sustainability tools for complex projects across teams. Quote-based pricing for enterprise deployments.
3. Custom Software Development Services: Custom development services tailored to unique client needs including specialized integrations, customized features, and specific solutions developed collaboratively with clients.

Pricing tiers

Go-to-market motion2 records

Distribution channels3 records

Marketing channels9 records

Core offering

Digital Blue Foam provides an AI-powered generative design and spatial analytics platform that helps architecture, engineering, and construction (AEC) teams generate building massing scenarios, validate planning KPIs (GFA, site coverage, sustainability), and integrate multi-source urban data for early-stage design and masterplanning decisions. Core deliverables include the DBF Enterprise Platform, DBF Hikari (quick feasibility SaaS), DBF Mass (generative massing tool), DBF Signal (experimental features), and DBF Hub (BIM middleware), targeting enterprise AEC firms, government planning authorities, real estate developers, and infrastructure operators.

Product overview

Digital Blue Foam offers a modular AI-powered planning and design platform. The core offering is the DBF Enterprise Platform, powered by the DBF Engine with advanced AI algorithms for generative design and spatial analytics. The product portfolio includes enterprise-scale planning tools (DBF Enterprise Platform), standalone SaaS tools (DBF Hikari), experimental platforms (DBF Signal), and specialized massing tools (DBF Mass). DBF Hub provides proprietary middleware for BIM integration with Revit and Archicad. The platform operates across three planning scales: city planning, master planning, and building planning, serving industries including urban planning, healthcare, transportation, logistics, and industrial manufacturing.

Differentiator

Problem solved

Functional benefit

Products and services

• DBF Enterprise Platform A full-scale enterprise solution combining generative design, spatial analytics, and sustainability tools to support complex projects and improve decision-making across teams. Powered by the DBF Engine with advanced AI algorithms for city, masterplan, and building-scale planning. Targets large AEC firms, government planning authorities, and infrastructure developers.
• DBF Hikari A SaaS tool for quick, AI-powered planning and feasibility analysis. Helps users generate and compare design scenarios, evaluate spatial data, and make faster early-stage decisions. Targets non-enterprise users seeking off-the-shelf planning capabilities with self-serve sign-up.
• DBF Mass A generative design tool for early massing studies that creates and compares building options based on constraints like zoning and density. Provides instant project metrics including GFA, site coverage, and zoning compliance validation.
• DBF Signal (Experimental) An experimental platform for testing new AI and data-driven planning features. Provides access to emerging tools and future-focused insights for urban technology testing. Currently in experimental status.

Quantifiable outcome

• 15% reduction in early-stage design time across feasibility, massing, and programme validation workflows
• +6 more outcomes

Named customers7 records

Segments6 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

Integration4 records

AI capability7 records

Feature5 records

Partnerships

One partnership is on record.

• MATSim AssociationcoreStrategic or Co-development PartnerDBF integrates MATSim - the world's leading open-source framework for large-scale agent-based transport simulation - into its spatial design platform. This integration, led by MATSim Managing Director Pieter J. Fourie (DBF Advisory Board), enables DBF to provide mobility layer integration into spatial design, connecting urban form and transport simulation from the same model.

Scale indicators11 records

Recent moves6 records

Expansion highlights3 records

Direct peers

• TestFit: Generative design SaaS for real estate feasibility and early-stage massing/comparison. Competes head-to-head with DBF Mass/DBF Hikari for self-serve architects, developers, and planners evaluating site feasibility scenarios.
• Autodesk Forma (formerly Spacemaker): Autodesk's AI-driven urban planning/generative design product, rebuilt from Spacemaker after the 2021 acquisition. Most direct competitive overlap with DBF's generative design and masterplanning capabilities, now distributed via Autodesk's enterprise channel.
• Hypar: Cloud-based generative design platform for AEC, focusing on building-scale systems (structural, MEP, facades). Overlaps with DBF's generative design engine and shares the cloud-native BIM-software integration pattern.
• Delve (Google): Generative design startup for architecture and masterplanning acquired by Google. Was a direct competitor in generative urban design; operations have been wound down but represents the same product category DBF plays in.
• Archistar: AI generative design platform for property feasibility and masterplanning with strong adoption among Australian real estate developers. Comparable to DBF Hikari/DBF Mass for self-serve scenario generation.

Broad incumbents

• Bentley Systems: Large public AEC software platform with strong infrastructure and digital-twin capabilities (OpenUtilities, MicroStation, iTwin). Adjacent to DBF's spatial analytics/sustainability layer and a likely bundling competitor for enterprise planning workflows.
• ESRI: Dominant GIS/spatial analytics platform whose ArcGIS ecosystem underpins much of DBF's upstream geospatial data work. A natural platform competitor for spatial analytics and an integration dependency for DBF.
• Trimble: Major AEC software and hardware vendor (Tekla, Trimble Connect) with a horizontal land development and infrastructure portfolio. Overlaps broadly with DBF on construction planning workflows and data integration.

Others

• Arup: Global engineering and design consultancy using computational design for urban and infrastructure projects. Represents the kind of system integrator and AEC service provider ecosystem DBF competes with at the consulting layer and partners through for enterprise delivery.
• Arcadis: Global design, engineering, and consultancy firm that absorbs and applies urban planning digital tools (including absorbing Buro Happold Digital). Comparable in customer base to DBF's enterprise buyers and indirect competitor for digital transformation of masterplanning engagements.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks7 records

Key highlights7 records

Customer concentration

• YouTubeyoutube.com/channel/UCkPN8cyWRYG1-OAY4MHWLUg
• LinkedInlinkedin.com/company/digital-blue-foam
• Xx.com/DigitalBlueFoam

Compliance3 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles4 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Digital Blue Foam