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Three Levels. One Relationship.

Not stages. Not packages.

We work at whichever level — or combination — your organization’s requirements call for, and stay through execution, operation, and continuing evolution.

Foundation

Technology & operating base
  • Virtualization & VMware migration
  • Cybersecurity & compliance
  • Platform engineering — OpenShift, Kubernetes
  • Edge computing — CPU/GPU micro datacenters
  • Open source & managed services
Explore Foundation →

Software & Data

What runs on the foundation
  • Software & custom development
  • Data engineering & data sovereignty
  • DevOps, AI & MLOps
  • Implementation & integration
  • Continuous evolution
Explore Software & Data →

Business & Industry

Specialized to your organization
  • Fractional CTO & advisory
  • Business development guidance
  • Industry workflows & operating requirements
  • Training & education
  • Partner network when needed
Explore Advisory →
The same team stays connected through design, sourcing, building, implementation, operation, optimization, and scale — the decision has to survive the execution. See how we work.

One stack. Any infrastructure.

Device to data center

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.

The same platform runs identically across every position — see the infrastructure spectrum and GCAII Edge.

Start at whichever level you need.

Start with a 30-day Design engagement — assessment → roadmap → business case — before committing capital. One relationship carries it through from there.

Schedule a Strategy Session
GCAII

Better business decisions before technology decisions.

978 844 0300

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

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