On Your Infrastructure
Deploy on your Kubernetes cluster, on-prem or air-gapped. Ghost Weights trains continuously on your data inside your perimeter — with an eval gate before every update. Infrastructure sovereignty and perpetual learning, together.
- ✓Air-gapped capable
- ✓Kubernetes-native
- ✓Zero external API calls
- ✓Full data sovereignty
- ✓Classified enclave capable
- ✓Perpetual learning (Ghost Weights)
Managed by 4MINDS
4MINDS runs and maintains the platform on AWS, Google Cloud, or Azure. Fastest path to production — no Kubernetes team required.
- ✓SLA-backed uptime
- ✓Managed upgrades
- ✓AWS / GCP / Azure
- ✓No infra team required
- ✓Available on cloud marketplaces
Your Cloud, Our Software
Deploy into your own AWS, Google Cloud, or Azure account. You own the infrastructure. 4MINDS manages the software.
- ✓Your VPC / VNet
- ✓You control billing
- ✓Software-only license
- ✓IAM integration
- ✓VPC endpoint support
Most on-prem AI deployments deploy once. Your model is frozen the day it ships. 4MINDS is different: Ghost Weights trains continuously on your data inside your perimeter — with an eval gate and audit trail before every production update. You get infrastructure sovereignty and a model that gets smarter about your business over time. Red Hat handles the former. 4MINDS handles both.
4MINDS runs on your existing RHEL/OpenShift Kubernetes infrastructure. You keep your Red Hat investment. You add Ghost Weights, Graph RAG, and a native agent platform that shares context with your fine-tuned model.
Infrastructure requirements
Minimum specs for a single-node evaluation deployment. Production deployments scale horizontally across multiple GPU nodes.
Validate on your infrastructure
Our deployment team will review your infrastructure, answer architecture questions, and walk through a deployment plan tailored to your environment.