Solutions / Empower Your AI Strategy

Empower your enterprise AI strategy.

Unlock the full potential of AI with a complete suite of infrastructure, consulting, and managed services tailored to your business needs. Whether you’re building your first models or scaling AI across the enterprise, we provide the expertise and resources to power every stage of your AI journey.

Unlock enterprise-scale AI with a full spectrum of services, infrastructure, and expertise. From strategy and data engineering to production-scale infrastructure, we provide everything organizations need to build, deploy, and optimize AI initiatives. Whether you’re starting with a small public cloud implementation, scaling high-density GPU clusters in colocation, or pursuing hyperscale distributed training, Lightedge delivers the critical foundations for AI success—with the flexibility to meet your specific technical, operational, and business goals. We combine deep experience across cloud, colocation, networking, and AI platforms to create custom solutions that reduce risk, accelerate outcomes, and future-proof your investment.

88% of AI pilots fail to reach production due to a low level of organizational readiness in data, processes, and infrastructure.

How we help you break through AI adoption obstacles.

End-to-End AI Enablement

From strategic planning and data preparation to infrastructure design and production, we provide full lifecycle support for enterprise AI initiatives—no handoffs, no gaps.

Flexible Infrastructure

Support AI workloads across colocation, public cloud, hybrid, and bare metal environments with scalable infrastructure purpose-built for GPUs, distributed training, and high-performance data pipelines.

Enterprise-Grade Compute with GPUaaS

Tap into the latest GPU technology, including NVIDIA A100 and H100, via GPU as a Service—reducing CapEx, speeding time to insight, and enabling scaling across AI stages.

Designed for Scale, Security, and Compliance

Whether you’re building models in regulated industries or deploying hyperscale architectures, our solutions are built with security, governance, and operational resilience at the core.

Connect with a AI specialist.

AI PROFESSIONAL SERVICES

Build, Secure, and Scale Enterprise AI Initiatives

Our AI professional services practice helps enterprises navigate every stage of the AI lifecycle, from initial strategy to integration and production operations. We work closely with you to define AI goals aligned to business outcomes, assess infrastructure and data readiness, and plan sustainable AI adoption paths. We specialize in helping organizations leverage public cloud platforms like AWS and Azure for AI workloads, focusing on secure deployment, workload protection, and efficient scaling. Our services also extend into critical areas like model observability, governance, and continuous optimization, ensuring that your AI initiatives deliver lasting value—not just pilot success.

  • Align AI strategy to business and technical objectives.
  • Deploy and integrate AI services securely.
  • Protect AI models, data, and pipelines with cloud-native security controls.
  • Engineer clean, scalable data pipelines to power AI initiatives.
  • Establish responsible AI and MLOps frameworks.

Move from pilot to production faster

Reduce operational and regulatory risk

Improve model performance

  • Access high-density power and cooling for demanding AI hardware.
  • Scale seamlessly to support evolving AI needs.
  • Connect with ultra low-latency, high-bandwidth networks to clouds and peers.
  • Protect your infrastructure with multi-layered, enterprise-grade physical and cyber security.
  • Ensure maximum resilience and security with Tier III and Tier IV datacenter facilities.
HIGH DENSITY COLOCATION

Host High-Performance AI Infrastructure Without Building Your Own Data Center.

Our AI-ready colocation services deliver the power, cooling, connectivity, and security needed to run modern AI at scale—without the cost and complexity of managing facilities.

No facility build required

Ultra-low latency performance

Seamless hybrid cloud support

PUBLIC CLOUD AI SOLUTIONS

Architect and Operationalize Scalable AI in the Public Cloud.

Support enterprise AI initiatives—from training large models to scaling inference pipelines—with optimized public cloud architectures. We help IT teams design, deploy, and manage high-performance AI environments on platforms like AWS and Azure, ensuring predictable costs, secure data handling, and seamless integration with your broader infrastructure strategy.

  • Design infrastructure to support Amazon SageMaker, Bedrock, Q, and Azure OpenAI workloads.
  • Deploy scalable GPU and accelerated compute instances (e.g., AWS P4d/P5, Azure ND series) for training and inference.
  • Implement high-throughput object storage (e.g., S3, Azure Blob) and low-latency networking (e.g., EFA, Azure Accelerated Networking) for AI pipelines.
  • Integrate with cloud-native MLOps services (SageMaker Pipelines, Azure ML Pipelines) for model deployment, monitoring, and retraining.

Optimized cloud AI deployment

Predictable training infrastructure costs

Cloud-native security and governance

GPU-as-a-Service

Scale AI Workloads Instantly with On-Demand GPU Power.

Access enterprise-grade GPUs on demand to power training, fine-tuning, and inference at any scale. Our GPU as a Service solutions offer bare metal and virtualized options, support multi-GPU configurations, and

  • Provision bare metal or virtualized GPU infrastructure based on workload needs
  • Access industry-leading GPUs like NVIDIA A100, H100, and L4 instantly
  • Deploy scalable multi-GPU configurations for distributed training and large models
  • Integrate GPU resources with public cloud, private cloud, or hybrid architectures
  • Scale GPU environments to match evolving AI project demands

Instant access to GPUs

Scalable AI compute

Shift from CapEx to OpEx

  • Design hybrid infrastructure for AI spanning colocation, private cloud, and AWS/Azure
  • Support leading AI and MLOps frameworks across platforms
  • Enable high-bandwidth, low-latency connectivity between cloud, data center, and edge
  • Build storage and data pipelines optimized for training and inference
AI INFRASTRUCTURE SOLUTIONS

Build the AI Infrastructure Backbone Your Enterprise Needs.

Build a resilient foundation for AI with infrastructure designed to support training, deployment, and scaling across public cloud, private environments, and hybrid architectures. We deliver the compute, storage, networking, and platform integrations needed to run AI workloads wherever they perform best—securely, efficiently, and without lock-in.

Unified hybrid AI environments

High-performance AI infrastructure

Simplified multi-cloud operations

Talk to an AI expert today.

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Break through with the power of AI.