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Custom Multi-GPU AI Server Cluster in Commerce City
Licensed custom multi-gpu ai server cluster services for Commerce City and Adams County. Purpose-built AI compute. From rack to training run..
- Full Design Lifecycle
- Construction & Tenant Finish
- Smart Home · A/V · Edge Compute
Purpose-built AI compute. From rack to training run.
EVERY PROJECT STARTS WITH DESIGN
Local Service
Custom Multi-GPU AI Server Cluster Services in Commerce City, Colorado
Autotelic provides professional custom multi-gpu ai server cluster services throughout Commerce City and the surrounding Adams County area. Custom AI server cluster builds — multi-GPU workstations and servers with NVIDIA RTX, AMD EPYC, NVLink, liquid cooling, and rack integration. Whether you're in Commerce City (northeast Denver metro) or nearby communities, our team delivers quality workmanship backed by Colorado licensing and full insurance coverage.
Permit Thresholds
Commerce City permit thresholds
- Code reference
- Residential roof sheathing replacements of 256 square feet and under (unless required to be fire-retardant).
- Code reference
- Gutters, kitchen cabinets, on-grade patios, driveways, and certain other minor items (e.g., fences meeting height limits, playground equipment, retaining walls 4 feet and under without surcharge).
- Code reference
- These rules are in Commerce City Revised Municipal Code Chapter 5 (Buildings and Building Regulations), Article I, particularly Sec. 5-5 (scope of the City of Commerce City Building Code and work exempt from code provisions) and the referenced Sec. 5-8 (work exempt from permit requirements).Sec. 5-5
- Code reference
- The city adopts the 2021 IBC/IRC and related codes with local amendments.
- Code reference
- Use tax is collected at 4.5% applied to the dollar cost and/or value of all building and construction materials intended to be used and/or consumed as part of the project (not collapsed into a single rate; confirmed for small projects valued at $500 or less, where the permit fee is $23.50 and th
Codes are amended regularly — verify current requirements with **The Building Safety Division (part of the City of Commerce City’s Community Development Department) issues residential building permits.
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What this work covers
A custom multi-GPU AI server cluster is a purpose-built compute environment for AI training, inference, or mixed workloads. Typical commercial scope includes requirements analysis, hardware architecture, high-speed interconnect design, rack and cabinet selection, electrical and cooling infrastructure, server assembly, software stack deployment, burn-in testing, and performance benchmarking. Common hardware classes include NVIDIA H200, H100, A100, or RTX PRO series GPUs; AMD EPYC or Intel Xeon host CPUs; high-capacity DDR4/DDR5 system memory; NVMe SSD local storage; and RDMA-capable NICs (for example NVIDIA ConnectX-class adapters) for multi-node fabrics. Interconnect options often include NVLink within nodes and InfiniBand, high-speed Ethernet, or PCIe-based fabrics between nodes. Rack power density for AI workloads commonly lands in the 30–100 kW+ per rack range, which drives specialized PDUs, UPS coordination, cable pathways, and cooling design.
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Denver moratorium and where this work is still allowed
As of May 21, 2026, the City and County of Denver has a one-year moratorium on new zoning permits and site development plans for data centers as a primary building use. The pause lets the city develop rules for energy use, water consumption, noise, and siting. Existing operating data centers and projects that already hold construction permits are not stopped by the moratorium. The moratorium generally does not apply to AI server cluster installations inside existing commercial facilities when the data center is not the primary use of the building—for example a retrofit in an office or research facility, or work inside a pre-existing co-location data center. Those secondary-use and in-building projects are the commercial pathway this scope addresses in Denver.
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Infrastructure scope: power, cooling, network, and racks
Power work typically includes dedicated circuits, high-capacity switchgear, transformers, panelboards, rack PDUs, busway distribution where appropriate, and UPS or generator/transfer-switch coordination for redundancy. Cooling options range from CRAC/CRAH air systems with hot-aisle/cold-aisle containment to water-cooled chillers, evaporative approaches, and direct liquid cooling at the server or rack. Denver’s cool climate can support free-cooling strategies that reduce mechanical runtime when outdoor conditions allow. Network build-out covers high-density fiber and copper pathways for inter-server and inter-rack links, with cable management sized for the higher cabling density AI clusters require. Cabinets are selected for high static/dynamic load, front-to-rear airflow, and wide/deep form factors (often about 30–36 inches wide and 48+ inches deep) to fit multi-GPU servers, PDUs, and fiber bundles. Environmental monitoring (temperature, humidity, power) and physical access control are usually integrated with the fit-out.
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Software stack and commissioning
After hardware install and burn-in, systems are typically imaged with a Linux distribution, then layered with CUDA and related GPU drivers, container runtimes such as Docker, and ML frameworks such as PyTorch or TensorFlow. Cluster orchestration and job scheduling tools are configured for multi-node resource allocation. Commissioning includes performance benchmarking against the design workload profile, cooling and power tuning under sustained load, and delivery of architecture and configuration documentation. Ongoing hardware/software support agreements are scoped separately from the build.
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Permits, codes, and inspections in Denver
For commercial cluster work not blocked by the primary-use moratorium, Denver Community Planning and Development (CPD) is the primary authority for building, mechanical, plumbing, and most municipal electrical permits. Building permits apply when renovations alter structure or require plan review through Denver ePlans. Electrical permits cover high-density power distribution; plan review for standard commercial electrical work often runs on the order of 10–15 business days, with rough-in and final inspections required. Mechanical permits cover HVAC and cooling equipment; plumbing permits apply when liquid-cooling or chilled-water piping is installed. Applicable code sets include the Denver Building and Fire Code framework adopting the 2024 IBC, IMC, IPC, and IFC (effective December 31, 2025 local adoption context in the research), and the Denver Electrical Code enforcing the 2023 NEC/NFPA 70 unamended. Fire protection planning commonly references NFPA 75 for IT equipment spaces. A Colorado Master Electrician is required as contractor of record for commercial electrical permit work. Autotelic is a municipally licensed Denver general contractor and coordinates the licensed specialty trades—electrical, mechanical, and plumbing—needed for power, cooling, and related systems.
FAQ
Common questions
Does Denver’s data center moratorium block every multi-GPU AI cluster project?
No. The May 21, 2026 one-year moratorium stops new zoning permits and site development plans for data centers as the primary use of a building. It does not halt existing operating facilities or projects that already have construction permits, and it generally does not apply to cluster installs inside existing commercial buildings when the data function is not the primary use—such as office or research retrofits or work in an existing co-location facility.
Who handles the electrical, mechanical, and plumbing permits and licensing?
A municipally licensed Denver general contractor coordinates the project and the licensed specialty trades. Commercial electrical work requires a Colorado Master Electrician as contractor of record. In Denver, CPD issues most building, mechanical, plumbing, and municipal electrical permits; certain state-owned or public-school projects may fall under the Colorado State Electrical Board. Rough-in and final inspections are required for the permitted trades.
What GPU and interconnect classes are typical for commercial clusters?
Common GPU classes include NVIDIA H200, H100, A100, and RTX PRO series, paired with AMD EPYC or Intel Xeon host CPUs, large system memory pools, and NVMe local storage. Multi-node fabrics often use InfiniBand or high-speed Ethernet with RDMA-capable NICs; within nodes, NVLink and dense PCIe topologies are used where the platform supports them.
Why do AI racks need different power and cooling than standard IT rooms?
AI racks frequently draw 30–100 kW or more, far above typical enterprise densities. That load requires heavy feeders, high-capacity PDUs, robust UPS strategy, and cooling beyond standard comfort HVAC—often containment-based air systems or direct liquid cooling. Cabling volume for power and high-speed data also increases, so cabinet width, depth, and pathway design matter.
What codes apply to a commercial AI cluster fit-out in Denver?
Projects fall under Denver’s adopted building, electrical, mechanical, plumbing, and fire codes—including 2023 NEC for electrical work and the 2024 IBC/IMC/IPC/IFC adoptions referenced in local code updates. IT equipment spaces are often designed with NFPA 75 fire-protection guidance in mind. Plan review and inspections through CPD confirm the installed work matches the approved documents.
How is project cost usually framed?
Cost is project-specific. It depends on GPU count and generation, node count, interconnect type, existing electrical service capacity, whether air or liquid cooling is required, rack and containment scope, software/orchestration needs, and permit complexity. No single price applies across sites; scope and site conditions drive the budget.
Service Area
Serving Commerce City and Adams County
We serve Commerce City, CO and all surrounding Denver metro communities. Our team is based in Denver and operates throughout the Front Range, from Castle Rock to Longmont and everywhere in between. Contact us for a free estimate on your Commerce City project.
How It Runs
01
Survey
02
Design
03
Build
04
Verify
DESIGN SERVICES
Discovery & Site Analysis
Needs + preference programming, site survey, as-built documentation, feasibility.
We walk, measure, and photograph your property — existing conditions, utilities, structure, and constraints. You get the as-built documentation and feasibility read that every later decision rests on.
Learn more →Concept Design & Space Planning
Schematic design, floor plan studies, layout options.
Your scope becomes schematic floor plans you can compare side by side — circulation, daylight, adjacencies, and what each option does to the budget. Layout decisions happen on paper, where changes are cheap.
Learn more →Architectural Design & 3D Renderings
Design development, materials + finishes, photorealistic visualization.
The chosen concept resolves into materials, finishes, fixtures, and lighting — with the automation layer drawn in. Photorealistic renderings let you walk the space and adjust before anything is priced.
Learn more →Construction Documents & Permitting
Full CD sets, structural + MEP engineering coordination, permit-ready drawings.
Approved designs become coordinated architectural, structural, and MEP sheets — the set your jurisdiction permits from and trades build from. We submit, track, and answer review comments.
Learn more →CONSTRUCTION
New Construction & Custom Homes
Ground-up homes and light commercial, dirt to keys.
Ground-up residential and light commercial builds — foundations through finishes, including modular and steel construction. One accountable builder from dirt to keys.
Learn more →Remodels & Additions
Kitchens, baths, basements, pop-tops, whole-home.
Kitchens, baths, basements, pop-tops, and whole-home renovations that respect the house you already have. We handle structure, permits, and the dust.
Learn more →Commercial Tenant Finish & Build-Outs
Shells to working spaces — retail, office, restaurant, school.
Raw shells become working spaces — showrooms, offices, restaurants, schools. Dealer-spec finishes, code compliance, and opening dates held.
Learn more →ADUs & Modular Construction
Backyard cottages, garage conversions, factory-built homes.
Backyard cottages, garage conversions, and factory-built homes — zoning, design, permits, and set. Denver’s ADU rules are a specialty, not a surprise.
Learn more →Outdoor Living & Patio Structures
Decks, pergolas, and dining patios built for Colorado weather.
Decks, pergolas, and dining patios engineered for Colorado sun, snow, and hail — structure, shade, and drainage done right the first time.
Learn more →TECHNOLOGY
Smart Home Automation
Lighting, shades, climate, audio, security — one interface.
Whole-home control of lighting, shades, climate, audio, and security from a single interface — Crestron, Lutron, Savant, and Control4 designed in, not bolted on.
Learn more →A/V Systems
Theaters, distributed audio, video walls, commercial sound.
Theaters, distributed audio, video walls, and commercial sound — designed, installed, and tuned by the same team for over 20 years.
Learn more →Control Systems
Custom programming — scenes and schedules that fit the space.
Every subsystem brought into one elegant interface — custom programming for homes and venues, with scenes and schedules that match how the space is actually used.
Learn more →Networking & Edge Compute
Enterprise Wi-Fi, structured cabling, racks, on-prem compute.
Enterprise-grade Wi-Fi, structured cabling, racks, and on-premise compute — the backbone that makes everything else reliable, including our own Barbot platform.
Learn more →Solar & Energy Storage
Solar arrays, Tesla Powerwall, EV charging — certified install.
Solar arrays, Tesla Powerwall, and EV charging designed and installed by a Tesla Energy Certified team — roof, electrical, and app in one scope.
Learn more →TRUSTED TO BUILD FOR
- Punch Bowl SocialFirst four locations
- Spectrum RetirementSenior living communities
- Denver HighlandsFirst modular custom home
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