For warehouse owners, occupiers and logistics directors
How AI Is Reshaping Warehouse Design & Construction
Sviatoslav JerdetchiiCEO & Founder of Craftex. Updated , 4 min read
The short answer
AI warehouse design means planning the building for software and robots as well as people. The layout is tested in simulation first, and the floor, structure, power and data are built for automation.
- Simulate the layout and flows before the frame or slab is designed.
- Get floor tolerances and loads from the equipment maker early.
- Put power, charging and data where the robots will need them.
- Keep people and machines on separate, protected routes.
Most talk about AI in warehouses is about software and robots. But the building decides how much of that you can use. A slab that is not flat enough, columns in the wrong place or too little power can stop an automation project before it starts.
This guide looks at AI warehouse design from the builder's side. It covers what changes in the design process, what automation asks of the building and how to prepare an existing shed. Planning automation? Book a site visit and we'll check what your building can take.
AI warehouse design changes the brief, not just the kit
AI touches a warehouse in two places. First in the design, where software tests the layout before anyone builds it. Then in operation, where it runs robots, picking, slotting and maintenance.
Both change what you ask of the building:
- Layout: aisles, pick faces and docks set by simulation, not habit.
- Floor: flatness and strength set by the equipment, not a general spec.
- Structure: frames carrying conveyors, cable trays and sprinkler mains.
- Power and data: charging points, network coverage and plant rooms.
- People: fewer staff on the floor, but safer routes and good welfare.
Half of new warehouses may be built for robots by 2030
In April 2026, Gartner predicted that by 2030 half of new warehouses in developed markets will be designed as robot-centric facilities. People would mainly handle exceptions rather than the daily work.
Gartner also expects these buildings to need less lighting and climate control in robot-only zones. It advises adjustable workstations and storage, so a change in demand doesn't need a costly rebuild. And it recommends testing layouts with digital twins and simulation before construction.
Simulate the layout before the slab is poured
A digital twin is a computer model of the warehouse and its flows. It lets you test aisles, storage density, pick paths and robot traffic before anything is built. Changing a model costs almost nothing. Changing a slab or a frame costs a lot.
The output feeds the building design: where the racking runs, where robots travel and where people work. Our guide to warehouse layout design and planning explains the layout principles behind it.
What automation asks of the building
Each part of the building has to match the equipment. These are the points to settle before the design is fixed.
| Element | What to check | Why it matters |
|---|---|---|
| Floor slab | Flatness along the travel paths, load capacity, joints | Robots and narrow-aisle trucks need tighter tolerances than a general floor |
| Column grid | Columns inside rack runs, not in aisles | Keeps travel paths clear and layouts flexible |
| Frame | Loads from conveyors, cable trays, sprinkler mains and plant | Missing loads mean a redesign or extra steel later |
| Clear height and fire | Storage height, sprinklers, roof shape | Agree with the fire engineer and insurer before the frame is designed |
| Power | Supply capacity, charging points, plant rooms | Network upgrades can take longer than the build |
| Data | Wi-Fi coverage, cabling, a server or comms room | Robots and sensors stop without the network |
For fixed-path equipment, the floor tolerance comes from the equipment maker. It is checked along the actual travel paths, so get it before the slab is designed.
Highly recommended! Craftex are the kind of fit-out contractors in London you can truly trust. From the very first meeting, they understood our vision and gave practical ideas to make the most of our space. They turned our old storage area into a clean, efficient, and well-organized warehouse. The team was professional, easy to work with, and clearly took pride in their work.
Predictive maintenance needs power and data from day one
Predictive maintenance uses sensors on conveyors, doors, chargers and plant. AI spots wear and schedules repairs before a breakdown. For the building, that means:
- Power and data to every monitored machine.
- A network that covers the whole floor, including high racking.
- A protected comms or server room for the systems that run the site.
- Building management links for lighting, heating and doors.
The server room is a small data centre in its own right. It needs cooling, resilient power and fire protection.
Most occupiers automate an existing warehouse
Many London and South East occupiers can't wait for a new building. They automate the shed they have. Then the survey decides what is possible.
Check these first: the slab's flatness and strength, the clear height, the column positions and the incoming power. A new floor topping or a power upgrade usually sets the programme.
Works can often be phased around live operations. At Banbury we built 148 m² of new welfare and storage space in four weeks inside a working warehouse. At Hackney we redesigned all the engineering systems in a 120 m² unit in four weeks, and tested every system before handover.
One team for the building around your systems
Automation suppliers design the equipment. Someone still has to design and build the floor, frame, services and safety around it. When those are separate contracts, the gaps cost time.
Our warehouse refurbishment team designs and builds warehouses around the operation, from survey to handover. We also deliver wider commercial construction and fit-out projects. We take on construction projects from £100,000.
Getting a warehouse ready for automation? Book a site visit and we'll tell you what the building needs.
Before you order automation equipment
- Get the equipment maker's floor, load and clearance requirements.
- Survey the slab, frame, roof and clear height.
- Check incoming power with the network operator.
- Model the layout and flows in simulation.
- Agree storage height and fire protection with your fire engineer and insurer.
- Plan separate routes for people and machines.
- Decide where the comms room and charging points go.
