example architecture / managed operations

Remote Recovery Room

Every deployed module can ask for help with telemetry, context, and playbooks attached.

Robot, vision, flow, safety, and buffer events feed GridOS, which opens TechConnect cases with the exact context needed for remote experts and AI copilots to restore production.

Live module fleet

Robot Cell

Inspection alarms

Vision Node

Route delays

Flow Network

Safety stops

Safety Layer

Context bundle

GridOS

Expert + AI triage

TechConnect

Updated playbook

TechConnect

managed operations

runtime animation

Signals moving through the architecture

physical flow

2 active nodes in this architecture.

proof layer

1 active node in this architecture.

control plane

2 active nodes in this architecture.

support loop

1 active node in this architecture.

situation

The operational problem

SMEs hesitate to automate because a stopped line can feel like a black box that only an expensive specialist can understand.

how the primitives combine

Operating sequence

1

Every module emits enough state to explain what failed and what changed recently.

2

GridOS bundles alarm, recipe, safety, image, and movement context into one support case.

3

AI copilots suggest likely causes and the remote expert confirms recovery steps.

4

The playbook improves after repeated incidents so the next recovery is faster.

value

What improves

Lower automation anxiety
Faster MTTR
Reusable support knowledge
Managed-service revenue

primitive stack

Pages behind this example

Control Plane

GridOS

The execution layer that turns cells into a factory intelligence network.

Open primitive

Support

TechConnect

Remote experts, diagnostics, and AI playbooks attached to every cell.

Open primitive

Compute

Robot Cell

Managed work capacity that generates production data.

Open primitive

Sensors

Vision Node

Inspection, identity, guidance, and defect memory at the edge.

Open primitive

Network

Flow Network

The movement layer that keeps managed cells fed.

Open primitive

Security

Safety Layer

Local safety and control for reconfigurable automation.

Open primitive

more examples

Other ways the stack composes

precision manufacturing

CNC Tending Pod

One operator supervises multiple machines while robots handle repetitive load and unload work.

Open example

discrete manufacturing

Quality Traceability Gate

Every shipped part leaves with inspection evidence, lot context, and a searchable defect trail.

Open example

factory logistics

AMR Line Replenishment

Material moves from stores to line-side buffers before operators run out.

Open example

electronics and assembly

Warehouse to Production Kitting

Kits arrive complete, sequenced, and verified before the assembly cell needs them.

Open example