Case Studies

Sovereign AI, in production

From air-gapped deployments to on-premise LLM infrastructure, here is how we help organisations run AI on hardware they own, with nothing leaving their network.

Sovereign Deployments

AI that never leaves the building

Regulated clients who cannot send data to a cloud. We put the model next to their data, on infrastructure they control, and prove it stays there.

Legal · On-Premise LLM

Legal research, behind the firewall

A law firm needed attorneys to query case law, contracts, and precedents without a single document leaving the building. We deployed a private model on the firm's own infrastructure that answers over their internal corpus while attorney-client privilege stays intact. It runs fully air-gapped, so no client data reaches an outside network.

70% less research time per case. Zero sensitive data exposure.

Government · Air-Gapped Deployment

Data sovereignty for iwi and Crown data

Highly sensitive iwi and government-held data had to stay under indigenous authority and control. We architected an air-gapped GenAI environment with no external network access, and a digital kaitiakitanga framework that keeps mātauranga Māori where it belongs and closes off any route for extraction.

Zero external network access. Data exfiltration risk removed.

Financial Services · On-Premise Kubernetes

Fraud detection inside the data center

A financial institution needed real-time fraud scoring that never crossed a data-residency line. We deployed the transaction model on the client's own data center infrastructure, close to the data, fast enough for live authorization and inside the rules that govern where their data can sit.

Sub-5ms inference latency. 35% fewer false positives. No cloud exposure.

Rapid Builds

From idea to a shipped product

Not every job is an air-gapped cluster. Some clients need a working product fast. We use AI-assisted development to validate a concept and get it to production, then white-label it when they want to sell it as their own.

Productivity & SaaS · Private Deployment

Tosang task management

A kanban platform for developers, designers, and makers, with time tracking, analytics, and shared team boards. It ships with a focus mode built on 25-minute work sessions. Free to use, and available white-label with full hosting and ongoing support.

Smart Agriculture · Rapid Prototype

Earthakins garden management

An intelligent garden platform with smart watering schedules, plant health monitoring, and environmental tracking. We took it from concept to a working product with AI-assisted development, white-label ready for garden centers and nurseries.

Digital Legacy & Media · Rapid Prototype

Bovella video legacy

A video messaging platform that lets families record, preserve, and schedule messages for future delivery. We validated the idea and shipped a production-ready build with AI-assisted prototyping, white-label ready for funeral homes and estate planners.

Ready to deploy AI on hardware you own

Tell us what you run and what has to stay private. We will show you how sovereign deployment and RAM compression fit your stack.

Talk to Our Team