THE GCAII CONTROL PLANE

One Control Plane. Every Position.

Cloud, hybrid, your hardware, GCAII hardware, and the edge.

One fully managed layer: orchestration, MLOps, data platform, security ops, observability, and compliance automation, that runs identically across every position your infrastructure occupies, from public cloud to a fanless node in the field.

<10msreal-time inference at the source
~80%typical egress reduction with local inference
100%data stays where regulation and trust require

What GCAII manages for you

From the raw data your product generates to what you put in production — one platform, one team. You keep the control path; GCAII runs everything around it.

DataBuilds

Your team

what they open

WorkspacesNotebooks and IDEs, one per person, on shared compute
Dev environmentsContainers that run the same image as production
Replay any runAny environment, any session, step by step
Full visibilityJobs, health, and cost in one dashboard
queries, notebooks, replay jobs and builds

AI & data

services

Everything searchableOne store for every run, on object storage
Prepare at scaleDistributed processing when single-node stops coping
Operational dataDatabase, vector search, auth, and APIs
Train & buildThe frameworks your team already uses, on GPU capacity you control
Evaluate firstTest suites — nothing reaches a customer untested
Ship itSigned, versioned, optimized for where it runs
curated data new build, signed

Your rack

office or first site

Record everythingEvery run at full rate — nothing deleted for space
Serve what’s too heavyWorkloads the edge can’t hold, kept close to it
Keep what must stayData that can’t leave — HIPAA, PCI, sovereignty — checked before it does
every run, full rate signed release to the fleet

Product

where it runs

Your control pathThe part that makes your product yours — the platform runs around it, never through ityours · hands off
ConnectWhatever your systems speak — APIs, gRPC, MQTT, or serial
Decide close to the dataInference where latency or privacy requires it
raw inputs

Sources

whatever you run

Sensors & devicesInstrumentsCameras & imagingTransactionsDocuments & recordsApp & user dataTelemetry & logsThird-party feeds

Whatever your product actually touches — these cover most of it.

Cloud egress is billed per gigabyte and grows with your traction — the wrong thing to scale with. The rack keeps the raw; only what you need travels.

Operate anywhere, span everything

  • Run at one position or several simultaneously, one console unifies them
  • Push a deployment once; it converges across every site
  • No forklift migration, we manage from OS to security ops on what you own

Sovereignty at any position

  • Air-gapped, nationally compliant, or privately operated
  • HIPAA, FERPA & GDPR compliance configurations included
  • Data stays where regulation, contracts, and trust require

The edge: AI where your data is generated

Inference is moving to where the data is generated: field clinics, factory floors, classrooms, retail, and municipal sites. Workloads that can’t tolerate cloud round-trips, can’t afford hyperscaler bandwidth, and won’t compromise on data residency.

Edge Lite

Compact
  • Fanless, low-power nodes that fit anywhere
  • Sensors, kiosks & classroom inference
  • Cellular failover for remote sites

Edge Pro

Mid-range
  • Vision and speech models on site
  • Branch office, lab & retail floor
  • Quiet, office-friendly form factor

Edge Max

Accelerated
  • GPU-accelerated: local fine-tuning, multi-camera, RAG
  • Hospital, factory & municipal deployments
  • Redundant, serviceable hardware
Every tier runs the same platform, same console, same SLA as our datacenter service, see the edge managed service tiers on the pricing page.

One control plane, many footprints

Built for the field

  • Air-gap and intermittent-connectivity modes for field, vehicle & remote sites
  • Hardware-aware scheduling, the workload finds the right node
  • Mutual TLS, role-based access, signed images out of the box

Managed edge service

  • We ship, host, and operate the node at your site
  • Single monthly fee, device, software, support & connectivity
  • No capital expenditure required to pilot

Where it fits: clinical edge · industrial edge · retail edge · branch computing · classrooms & research field sites · municipal deployments

Pilot edge AI without the capex.

Start with a 30-day Design engagement (assessment, roadmap, and business case), then pilot a managed edge node at your site for a single monthly fee.

Schedule a Strategy Session
GCAII

Better business decisions before technology decisions.

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© 2026 Green Converged AI Infrastructure LLCOne team. Device to data centre.
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