Service · stack
Local gen stack
Comfy / A1111 / private stacks hardened for a team — queues, permissions, and egress locked by default.
DARKROOM · no cloud upload by default
Studio services · local only
Local image pipelines
Private generation, training, and batch processing on hardware you control — RTX-class when throughput matters. Datasets, weights, and frames stay inside the perimeter unless you open a door.
local GPU only no train log export weights stay on-box faces never leave LAN
Service · train
Brand model training
Style and product LoRAs trained where the data already lives. Air-gapped loops when faces or unreleased frames are in the set.
LoRA · dataset hygiene · on-box
Service · batch
Batch pipelines
Folder-in, folder-out processing with audit logs. Throughput on studio GPUs — including RTX 5090-class when the queue demands it.
GPU · audit trail · LAN only
Service · proof
Privacy review
Prove images never hit third-party endpoints. Endpoint map, egress inventory, and a go / no-go for any path that claims to be private.
ENDPOINT PROOF · darkroom mode
RTX 5090-classstudio throughput on private iron
Darkroom modeinference without egress by default
Air-gap pathdocumented offline train loops