Education & Innovation

Innovation Centers

Validate flexible workspace clusters, collaborative zones, and R&D infrastructure for innovation centres — accelerating investment decisions before design commits.

Request a Demo

Also in Education & Innovation Tech Campuses Educational Campus Data Centers

Aerial view of a modern innovation centre campus with connected workspace and R&D facilities

The Problem

Mixed tenancy, conflicting needs, expensive mistakes

Innovation centres must support diverse tenants with conflicting spatial and infrastructure needs. A programme that does not flex for growth or mixed tenancy discovered after BIM begins is expensive to reverse — eroding investor returns and delaying every occupier in the building.

Without DBF	With DBF
Flexible workspace and lab ratios balanced manually	AI generates 100+ mixed-tenure configurations scored against the brief
Tenant adjacency conflicts found during coordination	Every adjacency and shared-infrastructure requirement validated early
MEP and digital infrastructure estimated	Specialist infrastructure modelled from feasibility data
Future tenant mix assumed	Scalability scenarios tested for growth and change of use

Process

How It Works

Brief Ingestion

Upload site constraints, programme brief, and enrolment or occupancy targets. DBF maps requirements to spatial parameters automatically.

Scenario Generation

The AI generates 100+ layout configurations, each scored against GFA, efficiency, programme mix, and brief compliance.

Adjacency Validation

Every departmental relationship is evaluated against the brief. Conflicts surface with impact scores before any design work begins.

Infrastructure Sizing

Utilities, MEP, and specialist infrastructure demands are modelled from the validated programme — not estimated.

Phasing Scenarios

Growth and expansion scenarios are tested against site and infrastructure limits to confirm long-term scalability before massing.

BIM Handoff

Validated programme data and spatial models export directly into your BIM workflow, eliminating manual re-entry.

Platform

Built for mixed-use innovation complexity

Every DBF capability is designed for the demands of innovation centre planning — where workspace type, tenant adjacency, and infrastructure load interact across a mixed-tenure brief.

AI mixed-tenure layout generation
Tenant adjacency and cluster analysis
MEP and digital infrastructure modelling
Scalability and change-of-use testing
Sustainability metrics
BIM handoff exports

Who Uses DBF

Use Cases

Innovation planning team presenting mixed-tenure campus layout configurations

Innovation Developers

Development Director

Validate mixed-tenure programme configurations against investor return targets, tenant demand profiles, and infrastructure capacity before committing to design.

Universities

Research Commercialisation Lead

Test spinout park and incubator configurations that balance research adjacency, tenant flexibility, and shared infrastructure requirements.

Government Agencies

Innovation Policy Director

Validate innovation campus programmes against economic development targets, tenant mix requirements, and infrastructure investment constraints.

Corporate R&D

Facilities Head

Assess innovation hub configurations against R&D workflow requirements, collaborative space ratios, and long-term programme flexibility.

Future Vision

Building the infrastructure for knowledge economies

As innovation-driven economic development accelerates globally, the demand for purpose-designed innovation environments will grow. Tenant profiles will diversify, infrastructure demands will intensify, and the cost of late-stage programme errors will rise. DBF enables faster, smarter feasibility for the mixed-use innovation campuses that underpin knowledge economies — giving developers and institutions the confidence to commit earlier.

Future vision of a purpose-designed innovation campus supporting knowledge economy growth

Innovation Centers

Mixed tenancy, conflicting needs, expensive mistakes

How It Works

Built for mixed-use innovation complexity

Use Cases

Building the infrastructure for knowledge economies

JOIN Us

Information

PRODUCTS

Industries

About us

Overview