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Data Center Design Automation

Design data centers
at machine speed

ArchiLabs Studio automates the work between a data center brief and an operations-ready facility—layouts, power and cooling coordination, cable routing, specifications, RFIs, documentation, validation, and structured handoff.

Lay out 320 racks across four 2N data halls...
Backed byY Combinator
Beyond AI BIM

One studio at the center of your data center workflow

ArchiLabs connects models, engineering analysis, project documents, and operational systems. Generate the design, route critical pathways, answer project questions, and preserve structured data through handoff.

Central intelligence

ArchiLabs Studio

The data center project OS

Studio → connected systemsConnected systems → Studio
PDF

PDFs + spec sheets

Extract equipment data

RFIs + submittals

Draft grounded responses

DCIM systems

Sync asset-ready data

EPMS + BMS

Connect design to ops

X

Excel + reports

Schedules, BOMs, handoff

Cable + fiber

Route diverse pathways

CFD + thermal

Coordinate cooling inputs

RA

Revit + AutoCAD

Models, sheets, details

Connect through files, APIs, and project-specific automation without replacing the tools your teams already trust.

Automation that goes far beyond BIM

Use AI where it accelerates the work, deterministic rules where precision matters, and structured project data everywhere—from early layouts through operations handoff.

Generate Data Hall Layouts

Turn capacity, density, phasing, and redundancy requirements into coordinated rack, equipment, and white-space options that stay editable as the brief changes.

Route Every Critical Path

Automate A/B power paths, cable tray, fiber, piping, and ductwork while preserving separation, service access, bend, clearance, and connection rules.

Read Specs and Project Documents

Pull equipment parameters, dimensions, performance data, and requirements out of PDFs and manufacturer spec sheets, then use that information in the model and schedules.

Respond to RFIs Faster

Draft answers using project specifications, model context, prior decisions, and equipment data—then keep every response traceable to the information that supports it.

Coordinate Power and Cooling

Track capacity and redundancy, validate clearances and failure domains, and prepare structured geometry and data for CFD, electrical analysis, and coordination workflows.

Hand Off Operations-Ready Data

Generate sheets, schedules, reports, asset registers, and structured handoff data for Revit, AutoCAD, Excel, DCIM, EPMS, BMS, and owner-specific systems.

Built for Critical-Facility Delivery

Coordinate every critical system— not just the model

Data center decisions ripple across racks, electrical topology, cooling, cable and fiber, equipment schedules, RFIs, analysis models, construction documents, and operational systems. ArchiLabs Studio keeps those workflows connected so teams can iterate quickly without losing traceability or rebuilding the same information in every tool.

A rack move ripples manually across power, cooling, cable, schedules, and sheets

Change the layout once — connected workflows reroute, recheck, and update the deliverables

Equipment data is retyped from manufacturer PDFs into models and spreadsheets

Extract spec data into smart components, schedules, validation rules, and asset records

RFI answers require a manual hunt through drawings, specs, email, and past decisions

Draft grounded responses from the coordinated model and project document set

BIM data reaches turnover incomplete, inconsistent, or disconnected from operations

Carry structured equipment and system data into DCIM, EPMS, BMS, and owner handoff

From design basis to operations-ready handoff

A connected workflow for data center planning, critical-system coordination, project response, documentation, validation, and delivery.

Step 01

Define the design basis

Bring the owner criteria, rack targets, density, redundancy, cooling strategy, project specs, and existing drawings into one structured starting point.

Step 02

Generate and route

Create data hall options, place smart equipment, and route power, cooling, cable tray, and fiber with reusable, editable automation recipes.

Step 03

Coordinate and validate

Check capacity, redundancy, separation, access, and route continuity while preparing clean data for BIM, CFD, electrical analysis, and coordination review.

Step 04

Respond and hand off

Generate sheets and schedules, draft RFI responses, review submittal information, and deliver structured asset data to construction and operations systems.

Let's build together

Whether you're planning a new data hall, modernizing a live facility, coordinating critical systems, or connecting design data to operations, we'd love to hear what your team wants to automate. We also continue to support MEP, production homebuilding, modular housing, fire protection, and embedded design workflows.

Talk to the team

Get a walkthrough of ArchiLabs Studio tailored to your data center workflow.

Pilot a workflow

Start with one high-value automation and connect it to your current delivery process.

Technical questions

DCIM, CFD, BIM, document automation, APIs, and custom components — ask us anything.

Ready to automate your next data center?

Bring us the workflow slowing your team down—from rack planning and cable routing to spec extraction, RFI response, validation, and DCIM-ready handoff.

BIM
Design automation
CFD
Analysis workflows
RFI
Project response
DCIM
Ops-ready data