GenAI Infrastructure

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GenAI Infrastructure

Power Your Generative AI Projects with Scalable, High-Performance Cloud Infrastructure

Generative AI demands a powerful, optimized cloud backbone. At CloudPerx, we help startups and businesses design and deploy infrastructure tailored for GenAI workloads — whether you’re training models, running inference, or scaling an AI-powered application.

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AWS support for startups and SMBs : cloudperx

What’s Included in the GenAI Infrastructure

GPU-Optimized Cloud Architecture
Setup with NVIDIA GPUs (A100, H100, etc.) for training and inference at scale.
Data Storage & Pipeline Integration
Streamlined connections to S3, BigQuery, and custom data lakes for training data.
Containerized & Scalable Deployments
Use Docker, Kubernetes, or serverless options for flexible model deployment.
AWS support for startups and SMBs : cloudperx
Model Training Environments
Ready-to-use pipelines with support for TensorFlow, PyTorch, JAX, Hugging Face, etc.
Security & Cost Controls
Protect your models, APIs, and storage while managing GPU costs efficiently.
Multi-Cloud & Hybrid Support
Run GenAI on AWS, Azure, GCP, or your hybrid cloud environment.
Your AWS Launchpad — Funded, Fast, and Future-Ready.

Services Included with GenAI Infrastructure

Model Hosting & Deployment

Easily deploy and manage your foundation models (like GPT, BERT, LLaMA, or custom-trained models) using AWS services such as SageMaker, EC2, or EKS. We help you choose the right architecture to optimize for performance and cost.

GPU-Accelerated Compute

Get access to the latest NVIDIA GPU instances (like A100, H100) optimized for model training and inference. We help you size and scale your resources intelligently — all within your AWS credit limits.

Data Pipeline & Storage Management

We build robust, scalable data pipelines to ingest, clean, and transform large datasets using services like AWS Glue, S3, and Lambda. Our infrastructure ensures your data is always ready for training or fine-tuning.

Real-Time Monitoring & Auto-Scaling

Keep your AI workloads running smoothly with proactive monitoring, automated scaling, and alert systems built with CloudWatch, Lambda, and custom dashboards.

Security, Compliance & IAM

We implement strict security protocols including role-based access (IAM), encryption at rest and in transit, and compliance configurations for HIPAA, GDPR, and SOC 2.

DevOps & MLOps Automation

Accelerate your AI development lifecycle with CI/CD pipelines customized for ML workflows. We integrate tools like GitHub Actions, Docker, SageMaker Pipelines, and Terraform for reproducible infrastructure.

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Smart Infrastructure for Smarter GenAI

What kind of models can I deploy using your GenAI infrastructure?
You can deploy open-source models like LLaMA, Falcon, Mistral, and proprietary ones like OpenAI via API. We also support custom-trained models hosted on AWS SageMaker, EC2, or EKS.

Do I need deep ML experience to use your infrastructure?
Not at all. Our team simplifies everything — from data pipelines to deployment. Whether you're a startup founder or an engineer, we adapt to your level of technical expertise.

How do AWS credits apply to GenAI services?
AWS provides up to $300K in credits specifically for companies building or scaling foundation models. We help you apply, qualify, and allocate them efficiently across GPU, storage, and network usage.

Can you help with both training and inference?
Yes. We optimize both the training phase (using GPU-accelerated EC2 or SageMaker) and inference (with low-latency, cost-effective deployment solutions).

What security measures are in place for GenAI workloads?
We ensure enterprise-grade security including IAM roles, encryption, network isolation, audit logging, and compliance with GDPR, HIPAA, and SOC2 — customized to your needs.

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Still Have Questions? Let’s Talk
From AWS credits to cloud migration, here are answers to what clients ask us the most.
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Feel free to contact us and we will reach out to you as soon as possible.

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