Yes, for self-hosted or local deployments, you will need to provide the target hardware or cloud infrastructure (e.g., AWS, RunPod, or dedicated local servers meeting minimal VRAM requirements). During our initial architecture review, I will provide an explicit hardware specification list tailored entirely to the model sizes (e.g., 8B vs. 70B parameters) and concurrent workloads your business demands.

Privacy is engineered into the system from day one. By utilizing open-source foundational models (like Llama 3 or Mistral) running entirely on your local infrastructure or an isolated private cloud instance, your data never leaves your secure perimeter. Zero data is shared with third-party APIs or external LLM providers for training purposes.

Absolutely. While I specialize in Solus Plasma and primary enterprise Linux branches, I possess deep technical expertise in low-level bootloader mechanics (GRUB, systemd-boot), initramfs/dracut recovery, package management optimization, and implementing system-wide CIS security baselines across a broad range of Linux architectures.

I primarily align infrastructures with the Center for Internet Security (CIS) Benchmarks and robust enterprise endpoint defense standards. This focuses heavily on concrete operational security: hardening endpoints, enforcing strict Network Access Control (NAC), establishing multi-factor authentication (MFA) parameters, and removing single points of failure in your perimeter defense.

Every delivery includes documentation and a comprehensive handover walkthrough to ensure your team can manage the infrastructure. If you require ongoing maintenance, infrastructure monitoring, or periodic security patches, we can easily establish a recurring monthly retainer milestone directly through Zerk after the initial project is successfully completed.