Built on open tools you already trust.
Engineering calculation
Run the numbers on the GPU workstation. Houdry reads the source, shows the working, and quotes every value. Nothing leaves the plant LAN.
P&ID generation
A P&ID or scan in, a diagram out. Vision stays on-device, so equipment tags and title blocks never hit a cloud API.
Website generation
A working site from the workbench, built and previewed on your own machines. The output is a file you can ship, not a chat reply.
Every GPU on the floor, one fabric.
GPU workstations join Houdry Fabric over the plant LAN. The control plane routes each task to the node best equipped for it, and Houdry Agent on the desk gets the answer.
Findings summarized, values quoted from the scan, deliverable attached. Served from the GPU workstation that won the route.
All traffic stays on the plant LAN. No internet route exists at any hop.
See it in action
The full walkthrough, with voice-over.
In the wild
Why a sovereign workbench, in five answers.
Refineries, PSUs, and defence-linked units generate constant knowledge work (approval notes, engineering calculations, drawing reviews) but none of it can touch cloud AI. P&IDs, financials, and vendor negotiations stay on premises by policy. So the work is done manually, or confidential material quietly ends up in public tools anyway. Houdry removes that trade-off.
Open-weight reasoning models are now genuinely useful. Houdry Fabric serves them from GPU workstations you already own (DeepSeek R1 for reasoning, Qwen2.5-VL for vision) and routes every task to the best (model, node) pair.
A scanned inspection report goes in; a formatted Word approval note comes out. Tags from a P&ID become an Excel register. Calculations run in a sandbox and show their steps. The workbench produces the files people actually submit.
The sovereignty claim is demonstrated live: a network monitor stays at zero outbound requests for the whole session, and the demo keeps running with the cable unplugged.