• Ollama standard and Open WebUI default
• RTX 4000 Ada class 20 GB model-fit shortlist
• Driver, storage and service readiness check
• Benchmark report before throughput promises
• Managed updates, monitoring and backups
• Email and ticket support

Private managed AI for teams that want local model hosting without a third-party AI API by default. Live inference claims stay gated until the actual server passes GPU, Ollama, and target-model smoke tests.