Self-Hosted AI Platforms
From model gateways to GPU creative workflows — AI that runs on hardware you control.
- OpenAI-compatible gateways across Ollama, vLLM, and other local runners
- Multi-user job queues, asset libraries, and admin controls for shared GPU hosts
- On-device and local-first application patterns where cloud upload is the wrong default
- Observability for latency, throughput, and capacity — not just “it works on my machine”
Network Intelligence
Know what is on your networks and how it changes — without shipping inventory to a SaaS.
- Network registration, discovery, and service inventory workflows
- Operator dashboards with live updates, topology, and change awareness
- Alerting and reporting suited to self-hosted and air-gapped environments
- Integration-friendly APIs for the rest of your ops stack
Security Tooling
Threat intel, visibility, and training systems that keep sensitive work close to your team.
- Threat intelligence collection, correlation, and analyst-facing dashboards
- SOC-style monitoring views across the data sources you already run
- OSINT and investigation automation with optional LLM-assisted analysis
- Scenario and tabletop tooling for red / blue / purple team practice
Infrastructure & Automation
The operational layer under self-hosted platforms — reproducible, documented, and owned by you.
- Docker, Compose, VM, and systemd deployment patterns that survive reboots
- ROCm and GPU stack validation for real inference and creative workloads
- CI/CD and Infrastructure-as-Code for platforms that change often
- Hardening, TLS termination, and backup / recovery workflows