PDFs + spec sheets
Extract equipment data
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.

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
Extract equipment data
Draft grounded responses
Sync asset-ready data
Connect design to ops
Schedules, BOMs, handoff
Route diverse pathways
Coordinate cooling inputs
Models, sheets, details
Connect through files, APIs, and project-specific automation without replacing the tools your teams already trust.
Use AI where it accelerates the work, deterministic rules where precision matters, and structured project data everywhere—from early layouts through operations handoff.
Turn capacity, density, phasing, and redundancy requirements into coordinated rack, equipment, and white-space options that stay editable as the brief changes.
Automate A/B power paths, cable tray, fiber, piping, and ductwork while preserving separation, service access, bend, clearance, and connection rules.
Pull equipment parameters, dimensions, performance data, and requirements out of PDFs and manufacturer spec sheets, then use that information in the model and schedules.
Draft answers using project specifications, model context, prior decisions, and equipment data—then keep every response traceable to the information that supports it.
Track capacity and redundancy, validate clearances and failure domains, and prepare structured geometry and data for CFD, electrical analysis, and coordination workflows.
Generate sheets, schedules, reports, asset registers, and structured handoff data for Revit, AutoCAD, Excel, DCIM, EPMS, BMS, and owner-specific systems.
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
A connected workflow for data center planning, critical-system coordination, project response, documentation, validation, and delivery.
Bring the owner criteria, rack targets, density, redundancy, cooling strategy, project specs, and existing drawings into one structured starting point.
Create data hall options, place smart equipment, and route power, cooling, cable tray, and fiber with reusable, editable automation recipes.
Check capacity, redundancy, separation, access, and route continuity while preparing clean data for BIM, CFD, electrical analysis, and coordination review.
Generate sheets and schedules, draft RFI responses, review submittal information, and deliver structured asset data to construction and operations systems.
Work in ArchiLabs Studio, turn design logic into a guided configurator, or embed the automation inside your existing platform. The same structured intelligence supports layouts, validation, documentation, quoting, and handoff.
ArchiLabs goes deepest on data center delivery, while the same platform continues to support MEP, production homebuilding, modular housing, and fire protection teams.
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.
Bring us the workflow slowing your team down—from rack planning and cable routing to spec extraction, RFI response, validation, and DCIM-ready handoff.