[ Across the fleet ]

Every site. One command.

One control plane for every node. Deploy, monitor, and manage your entire fleet from a single interface. No SSH. No spreadsheets.

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Sector88
Illustrative Live

Nodes

6

Serving

5

Sites

4

OOM Events

0

Active Deployments

ground-station-08

Ground station
Llama-3.3-70B llama.cpp
VRAM 43.2/48 tok/s 26.4 64d up

ops-center-03

Secure facility
Qwen3-32B vLLM
VRAM 71.8/80 tok/s 586.2 31d up

turbine-station-11

Turbine hall
YOLO11x · 6 cams TensorRT
VRAM 9.6/24 fps 180.4 112d up

rack-node-02

On-prem rack Warming
Llama-3.1-405B TensorRT-LLM
VRAM -- tok/s -- 0s up

Activity

2m agoSite pin promoted to 4 sites. 0 rollbacks.
5m agoPreflight passed on rack-node-02. Loading Llama-3.1-405B.
18m agoVision workload pinned on turbine-station-11. 6 camera streams.

[ Capabilities ]

Command at fleet scale.

Fig 3.1

Live fleet view

Live fleet view

Every node, every workload, every region. GPU, memory, throughput and latency in one live view.

Fig 3.2

Deploy and rollback

Pin, promote, roll back

Pin the workload each site runs. Promote it across the fleet and roll back to the last pin from one place. No SSH into individual machines.

Fig 3.3

Identity and audit

Identity and audit

Admin, operator and viewer roles. Built to plug into your identity provider. Prompt and response content is never captured.

Fig 3.4

Benchmarks and reporting

Benchmarks and reporting

Throughput, latency, and cost measured across the fleet. Exportable scorecards for your security team or procurement review.

[ Architecture ]

Outbound only. Always.

Every node opens the connection. The control plane never reaches into your network. Works behind NAT, on dynamic IPs, and in environments where inbound is impossible.

Fig 3.5 · Outbound topology

[ FLEET ]ONLINEFLEETCONTROL · PLANEYOUR NETWORK · NAT · FIREWALL[ NODE · 01 ]UPLINKNODEEDGE[ NODE · 02 ]UPLINKNODEON-PREM[ NODE · 03 ]UPLINKNODECLOUD

Outbound only

The node opens the connection. The control plane never reaches in. Works through NAT and dynamic IPs.

Survives disconnect

If the link drops, the node keeps running its pinned workload. Status resyncs when the link returns.

Take command of the fleet.

Self-hosted or managed. Roles, audit, rollbacks, and live telemetry on every node.

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