Accelerate mixed-use developments with AI streamline designs, integrate data, evaluate performance, align stakeholders & ensure sustainability.


Mixed-use complexes, combining residential, commercial, retail, hospitality, and civic uses in a single development, require precise program balancing, vertical and horizontal zoning, and operational flow validation before design begins. Leaders and real estate developers need feasibility tools that generate and test multiple program configurations simultaneously. DBF's AI platform creates mixed-use complex scenarios, validates program mix, tests vertical zoning and circulation, and ensures development viability before BIM modeling starts.

Getting the program mix wrong in a mixed-use complex is expensive to fix and difficult to reverse after planning approval. DBF enables Project Leads and developers to test dozens of program configurations before committing, validating GFA allocation, tenant adjacencies, circulation efficiency, car parking, and financial viability simultaneously.

Define program requirements: use types, GFA targets, tenure mix
Import site data, access, and surrounding context
Generate multiple mixed-use program and massing scenarios with AI tools
Validate vertical zoning, circulation, and operational adjacencies
Test financial viability across program mix scenarios
Export planning reports and validated layouts for design team handoff
.png)
.png)

.png)
.png)
.png)
.png)

As cities prioritize mixed-use, walkable, and compact development, mixed-use complexes will become the dominant development typology. DBF enables Planning Authorities and developers to plan these complex projects with greater speed, analytical confidence, and stakeholder alignment than traditional mixed-use feasibility methods.
.png)
Software that generates and validates mixed-use program scenarios, combining residential, commercial, retail, and civic uses, against viability, circulation, and operational KPIs.
DBF tests vertical use stacking configurations against structural, servicing, acoustic, and access requirements, flagging conflicts between uses.
Yes. DBF integrates GFA-based financial viability analysis into program scenario testing, enabling developers to find the optimal mix for returns.
DBF produces spatial analysis and comparison outputs formatted for planning authority review, supporting complex mixed-use planning applications.

In a short demo, you’ll generate options, compare scenarios, and walk through KPI reporting for your facility or masterplan context.
GET STARTEDGET STARTED