DBF/Industries/ Industrial & Manufacturing
Industrial & Manufacturing

Industrial &
Manufacturing

AI software for industrial site selection and manufacturing plant design — validate production layouts, process flow and specialist infrastructure for complex factories and data centres before construction commits capital.

Request A Demo How It Works
Multi-stage
Flow Validation

production processes validated simultaneously, not sequentially

Pre-build
Infrastructure Sizing

specialist infrastructure validated before construction begins

BIM-ready
Handoff Quality

validated factory layouts handed off to engineering teams

Industrial & Manufacturing

AI-Powered Planning

EV Factories · Complex Factories

Trusted By Teams Delivering Complex Projects.

⊕ TAKENAKA Jacobs EMAAR McKinsey Dubai Municipality ø egis

The Problem

In complex manufacturing, a poorly planned production flow or incorrectly sized infrastructure results in operational failures that cost more to fix than the building itself.

Without DBF
With DBF
× Multi-stage production processes coordinated across disconnected tools
✓ AI-generated factory layouts with integrated flow validation
× Specialist infrastructure sized by estimation in early planning
✓ Infrastructure demands modelled from process data before construction
× Safety zoning and compliance checked late in design
✓ Regulatory and safety zone compliance validated at feasibility
× Future flexibility assumed — not tested — for production changes
✓ Scalability scenarios tested for technology and production upgrades
EV Factories Complex Factories EV Sites Manufacturing Facilities

— How It Works

From brief to validated
layout in six steps.

I
I
Step 1/6

Define

Define manufacturing programme: processes, throughput targets, infrastructure, safety constraints

II
II
Step 2/6

Import

Import site data, utilities connections, and logistics access

III
III
Step 3/6

Generate

Generate multiple factory layout and production flow scenarios

IV
IV
Step 4/6

Validate

Validate process adjacencies, throughput, and infrastructure provisions

V
V
Step 5/6

Test

Test safety zoning and regulatory compliance requirements

VI
VI
Step 6/6

Export

Export validated layouts and specifications for engineering teams

All six steps completed in a single DBF session.

Start Now →

Platform Capabilities

Every feature is available from the first session — no modules to unlock, no staged rollout.

✓ AI complex factory layout and production flow generation
✓ Multi-stage process adjacency analysis
✓ Specialist infrastructure and utilities modelling for factories and data centres
✓ Safety zone and hazardous material planning
✓ Regulatory compliance integration
✓ Scalability and production change scenario testing

Use Cases

Who uses DBF for industrial & manufacturing projects — and in what role.

EV & Automotive

EV manufacturers planning new gigafactory and assembly plant facilities

Gigafactory Project Lead
Aerospace & Defence

Aerospace manufacturers planning production facility expansions

Facilities Director
Semiconductor

Semiconductor companies designing fab and clean manufacturing facilities

Fab Planning Lead
AEC Consultancy

Engineering firms managing complex industrial design briefs

Project Director
Multi-stage Flow Validation

production processes validated simultaneously, not sequentially

Pre-build Infrastructure Sizing

specialist infrastructure validated before construction begins

BIM-ready Handoff Quality

validated factory layouts handed off to engineering teams

Future Vision

The Future of Industrial & Manufacturing Facility Planning

As manufacturing and data-centre technology advances, industrial facility planning demands greater analytical precision and faster iteration. DBF is the AI feasibility platform for data-center site selection and manufacturing plant design — building complex factories that are operationally excellent, compliant and adaptable for future production change.

AI-Powered Planning and Design, for Better Project Delivery and Urban Developments
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