Logistics & Distribution

Fulfilment Centers & Warehouses

Validate fulfilment centre layouts, pick-path efficiency, and automation integration — ensuring throughput and operational KPIs are met from day one.

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Also in Logistics & Distribution Logistic Centers Ports & Repurpose Docks

Large fulfilment centre warehouse with automated pick systems, racking, and logistics infrastructure

The Problem

Pick-path and automation errors affect performance for the asset's lifetime

Fulfilment centres and warehouses with suboptimal pick-path design or automation zones that cannot scale affect throughput and cost efficiency for the lifetime of the asset. In e-commerce and retail logistics, where operational margins are tight and throughput targets are non-negotiable, these are planning errors that cannot be corrected without rebuilding.

Without DBF	With DBF
Pick-path, racking, and flow configurations balanced manually	AI generates fulfilment layouts scored against throughput and efficiency KPIs
Automation zone sizing estimated without spatial testing	Automation configurations tested for current and next-generation technology
Sustainability targets addressed late in large footprint design	Embodied carbon and operational energy integrated from feasibility
Multi-site comparisons done in separate workstreams	Candidate sites tested simultaneously against the same operational brief

Process

How It Works

Site Brief Upload

Upload site constraints, throughput targets, and operational requirements. DBF maps logistics brief data to spatial parameters.

Layout Generation

AI generates logistics facility configurations scored against throughput, efficiency, and operational KPIs simultaneously.

Flow Optimisation

Every dock, bay, aisle, and vehicle routing scenario validated against throughput targets before design begins.

Automation Zone Testing

Automation zone configurations tested for current and next-generation technology — sizing for the operation, not the design.

Multi-site Comparison

Candidate sites tested simultaneously against the same operational brief, with comparable outputs for investment decisions.

Planning Outputs

BIM-ready programme data, sustainability metrics, and planning authority report outputs delivered from feasibility.

Platform

Built for fulfilment operational performance

Every DBF capability is designed for the specific demands of fulfilment centre and warehouse planning — where pick-path efficiency, automation integration, and throughput KPIs determine the commercial performance of the asset.

AI fulfilment centre layout generation
Pick-path and throughput flow analysis
Automation zone configuration and scalability
Multi-site parallel feasibility
Sustainability and embodied carbon metrics
BIM handoff exports

Who Uses DBF

Use Cases

Fulfilment planning team reviewing pick-path efficiency, automation zones, and warehouse layout options

E-Commerce Operators

Fulfilment Director

Validate fulfilment centre layouts against order throughput targets, pick-path efficiency, and automation integration requirements before committing to development.

3PL Providers

Network Planner

Test warehouse configurations against multi-client throughput requirements, racking density, and automation zone scalability across candidate sites simultaneously.

Retail Chains

Supply Chain Director

Assess fulfilment and distribution centre scenarios against inventory volume, throughput KPIs, and network coverage requirements before capital is committed.

Industrial Developers

Development Director

Validate warehouse development proposals against occupier operational briefs, automation requirements, and sustainability targets before design begins.

Future Vision

Planning smarter fulfilment for the next era of e-commerce

As e-commerce growth and automation adoption continue to reshape fulfilment networks, the demand for data-driven warehouse feasibility will intensify. Throughput requirements will increase, automation technologies will evolve, and the footprint of fulfilment infrastructure will grow. DBF enables teams to plan smarter, faster, and with greater operational confidence — delivering fulfilment facilities that perform from day one and adapt for the decades ahead.

Future vision of a next-generation automated fulfilment centre with sustainable infrastructure

Fulfilment Centers & Warehouses

Pick-path and automation errors affect performance for the asset's lifetime

How It Works

Built for fulfilment operational performance

Use Cases

Planning smarter fulfilment for the next era of e-commerce

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