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Mission, Vision, and Positioning

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Mission

FarmGPU empowers the AI revolution by delivering secure, high-performance, and cost-efficient GPU infrastructure purpose-built for modern AI workloads. We provide on-demand and dedicated GPU servers through secure, local data centers, and we partner deeply across hardware, platform software, and emerging technologies to build a scalable NeoCloud ecosystem. Our mission is to decentralize and democratize AI infrastructure, giving builders real alternatives to hyperscalers—without sacrificing performance, security, or control.

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Vision

We envision a world where open and sovereign AI wins. In this future:
  • AI infrastructure is local, auditable, and secure by default
  • Builders retain full control over their data, models, and economics
  • Open standards and open ecosystems outpace closed hyperscaler platforms
  • Specialized NeoClouds compete head-to-head with hyperscalers on performance, cost, and reliability
FarmGPU’s long-term vision is to be a foundational NeoCloud provider—powering AI innovation globally while remaining capital-efficient, standards-driven, and aligned with the communities that build AI, not monopolize it.

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Category Definition: The NeoCloud

NeoCloud: A specialized cloud provider purpose-built for AI workloads
Unlike hyperscalers, NeoClouds:
  • Are GPU-first, not CPU-centric
  • Optimize for real AI workloads, not generic VMs
  • Deliver dramatically better price-performance

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Strategic Positioning

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High Performance, Low Cost

FarmGPU delivers up to 70% lower total cost of ownership (TCO) compared to major hyperscalers, without compromising performance or reliability. We achieve this through:
  • Optimized BOMs tuned for AI workloads
  • Lean team leveraging AI for everything
  • Deep hardware–software co-optimization
  • Transparent pricing aligned to actual infrastructure costs
Rather than monetizing lock-in or proprietary services, FarmGPU aligns incentives with customers: better utilization, better performance, lower cost.

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3.2 NeoCloud for Real-World AI: Storage as a First-Class Citizen

AI workloads are not compute-only. Training, fine-tuning, and inference at scale demand fast, reliable, and predictable storage—something most NeoClouds and bare-metal GPU providers underinvest in. FarmGPU is uniquely positioned as a storage-centric NeoCloud. We differentiate by:
  • Designing storage as a core architectural pillar, not an afterthought
  • Partnering with industry leaders like Solidigm and major storage ISVs
  • Deploying custom storage servers tuned for AI workloads
  • Leveraging DPU-accelerated architectures (NVIDIA BlueField-3) to offload storage, networking, and security from CPUs
  • Supporting AI-native storage patterns, including:
    • KV-cache offload for inference
    • Vector databases
    • High-throughput block, file, and object storage
This approach enables FarmGPU to deliver predictable performance at scale—from small research clusters to enterprise and production AI systems.

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3.3 The Trust Layer

Trust is foundational to AI infrastructure. FarmGPU is building a defense-in-depth trust layer that spans hardware, software, and operations.

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Security & Compliance

  • SOC 2 Type II (in progress)
  • Zero-trust networking model
  • Hardware-enforced isolation using DPUs
  • Secure lifecycle management of storage and compute assets

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Confidential Computing

FarmGPU is one of the few NeoClouds investing early in end-to-end confidential computing for GPUs:
  • Intel TDX support with NVIDIA B200
  • Secure enclaves for sensitive AI workloads
  • AMD SEV support planned for Q2 2026
  • Architecture designed to protect data in use, not just at rest or in transit

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Why This Matters

This trust layer enables:
  • Regulated and sensitive workloads (enterprise, government, research)
  • Model protection and IP isolation
  • Verifiable data handling and sanitization
  • Long-term customer confidence as AI regulation increases