AI & GPU Infrastructure Consulting
We design, deploy, and optimize cost effective GPU systems for AI workloads using platforms like Runpod, Vast.ai, and Salad.
Linux • CUDA • Docker • GPU Servers • AI Compute
Most teams waste time and money fighting infrastructure
• Confusing GPU setups
• Driver and CUDA issues
• Expensive AWS bills
• Poor performance
• Unreliable deployments
We solve this by designing infrastructure that actually works in production
TrueCore AI helps startups, developers, and small companies run AI workloads efficiently
We specialize in
GPU server design and setup
Linux + NVIDIA CUDA environments
AI workload optimization
Marketplace compute (Runpod, Vast.ai, Salad)
Cloud vs on-prem cost optimization
Scaling and reliability
From planning to deployment to long-term support.
We combine real world GPU infrastructure experience with practical implementation
Production Linux environments
Multi-GPU systems
AI workload optimization
Marketplace hosting experience
Hardware + software expertise
No theory. No guesswork. Just systems that work.
Architecture planning, hardware selection, cost analysis, and deployment strategy.
Linux, NVIDIA drivers, CUDA, Docker, AI frameworks, and performance validation.
Machine configuration, optimization, networking, and deployment.
End-to-end infrastructure design and implementation.
Monitoring, updates, optimization, and troubleshooting.
How it works
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