The short answer: you can build this yourself — that's precisely why you'll appreciate what it is. Digital Twin Pro is an always-on Jetson-class node with a capable local assistant that inventories your network, watches your services, answers from your own documents, and orchestrates the rest of your hardware. Assembled, tuned, and boring in the way infrastructure should be.
The honest pitch to someone with a rack
Model serving that survives reboots, network monitoring that doesn't cry wolf, a RAG stack over your documents that stays indexed — each is a project; together they're a platform that is now yours to maintain. The appliance is that platform as a finished object: $1,699 once, no subscription, and — the part that matters here — SSH access and your own containers welcome. It's your hardware, genuinely.
What it does on a real network
Inventory that maintains itself. Every device, IP, MAC vendor, and first-seen date. Anything new on any VLAN gets described to you in seconds, with its open ports.
Monitoring with memory. WAN health logged continuously — the chart that finally proves the evening degradation. NAS SMART warnings before the pool degrades. Container restarts correlated instead of noticed three weeks late.
Private RAG, actually private. Your wikis, configs, and runbooks indexed on-device, answers cited to file and section. The note you wrote about the VLAN trunk in 2024 is finally findable.
Fleet orchestration. Every Ollama, vLLM, and NIM endpoint on your network in one registry with health checks. Heavy jobs route to your big node; camera work routes to a vision-capable tier; faces blur on-device before an alert ever leaves the appliance.
Home Assistant, properly
Direct integration means the 3am mystery — why did the floodlight fire? — traces to its automation and trigger in seconds. Routines draft conversationally. Nothing round-trips through anyone's cloud to turn on your own lights.
The verification culture answer
The claim isn't "trust us, it's private." The claim is: put it on a monitored VLAN and watch. Local-only mode is the default; external model calls happen only when you explicitly route a task out, and they're visible when they do. This is a product designed to survive an owner with Wireshark — we consider that the target customer.
The full workflow list: Private AI for homelab & security-conscious owners — 30 use cases →
Updated July 15, 2026.
Digital Twin Pro — the private AI appliance. $1,699 once, no required subscription, 15-day evaluation return window. See the appliance →