AI Data Centers

OpenDC enables data center operators to make confident, large-scale AI infrastructure decisions by removing uncertainty around alternative GPU deployments. By providing a control and execution layer that supports Hybrid AI Infrastructure, OpenDC allows data centers to validate and operate NVIDIA-alternative systems before and after capital is committed—aligning procurement decisions with operational reality.

As AI facilities scale into multi-tens or hundreds of megawatts, flexibility becomes a strategic requirement. OpenDC allows data centers to diversify GPU sourcing, reduce dependency on a single vendor, and maintain consistent operations across heterogeneous environments—supporting long-term resiliency, cost control, and sustainable growth.

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NeoClouds

NeoCloud providers rely on flexibility and differentiation to compete in an increasingly crowded AI infrastructure market. OpenDC enables NeoClouds to offer Hybrid AI environments that expand hardware choice while preserving compatibility with existing AI workloads—allowing them to attract a broader customer base without fragmenting operations.

By enabling NVIDIA-alternative infrastructure at scale, OpenDC improves supply access, lowers capital intensity, and supports faster expansion. This allows NeoClouds to respond more effectively to customer demand, pricing pressure, and hardware availability—while maintaining a consistent, enterprise-grade operating model.

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Enterprise

Large enterprises deploying AI at scale must balance performance, cost, and long-term infrastructure risk. OpenDC allows enterprises to adopt Hybrid AI Infrastructure that preserves existing workloads while expanding hardware options—reducing exposure to vendor concentration and supply constraints.

With OpenDC, enterprises gain the ability to scale AI initiatives across multiple data centers and infrastructure partners without re-engineering applications. This supports more predictable budgeting, improved procurement leverage, and a clearer path from pilot programs to production-scale AI deployments.

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OEM

OEMs building AI servers, racks, and integrated systems face increasing demand for flexibility and future-proof designs. OpenDC allows OEMs to deliver systems that support Hybrid AI Infrastructure, enabling customers to deploy alternative GPU platforms without sacrificing workload compatibility or operational consistency.

By integrating with OpenDC-enabled environments, OEMs can reduce dependency on single-vendor roadmaps and expand their addressable market. This positions OEM offerings as adaptable, procurement-friendly solutions aligned with how modern data centers evaluate and deploy AI infrastructure at scale.

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Financial Institutions

Financial institutions investing in or financing AI infrastructure require confidence that assets will remain viable and competitive over long time horizons. OpenDC reduces infrastructure risk by enabling Hybrid AI deployments that are not tightly coupled to a single hardware vendor—improving asset durability and optionality.

For lenders, investors, and infrastructure funds, OpenDC supports more predictable economics by improving hardware utilization, procurement flexibility, and upgrade paths. This creates a stronger foundation for underwriting large-scale AI projects, aligning capital deployment with long-term operational resilience.

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Use cases

ABD enables data centers to regain control over AI infrastructure economics. Improve efficiency, and build a more resilient foundation for long-term AI growth.

Telecom

Telecom operators deploy Hybrid AI infrastructure to support network optimization, edge analytics, and large-scale inference. OpenDC enables adoption of alternative GPU platforms while maintaining reliability across distributed facilities.

Hyperscale AI

Large-scale AI hosting providers use Hybrid AI infrastructure to expand compute capacity amid GPU supply constraints. OpenDC enables rapid deployment of NVIDIA-alternative systems without disrupting existing workloads.

AIaaS Platforms

AI service providers rely on Hybrid AI infrastructure to deliver consistent performance across heterogeneous compute environments. OpenDC enables hardware diversification while preserving service compatibility and SLAs.

Research & Labs

Research institutions use OpenDC to maximize access to diverse compute resources at scale. Hybrid AI infrastructure supports large-scale experimentation across heterogeneous GPU environments without reengineering workloads.

Industrial & Manufacturing

Manufacturers deploy Hybrid AI infrastructure to support simulation, automation, and optimization workloads. OpenDC enables scalable compute growth while diversifying GPU supply and controlling infrastructure costs.

Energy & Utilities

Energy and utility providers deploy Hybrid AI infrastructure for forecasting, grid optimization, and infrastructure monitoring. OpenDC supports cost control, long-term planning, and sustainable AI deployment at data center scale.

Solutions

Unlock significant cost savings

50%

30%

Faster

AI Data Centers

NeoClouds

Enterprise

OEM

Financial Institutions

Use cases

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