Auckland, New Zealand

Sovereign AI
consulting.

Infrastructure, integration, and implementation for organisations that want to own their AI stack — not rent it.

What we do

End-to-end sovereign AI — from bare metal to production. No vendor lock-in, no black boxes, no dependencies you don't control.

AI Infrastructure

Local GPU inference servers, multi-node clusters, Docker orchestration, and cloud fallback routing. Your models, your hardware, your data.

Integration

Connect AI to your existing systems. REST APIs, MCP servers, webhook pipelines, and channel adapters for Slack, Discord, Teams, and more.

Model Evaluation

Benchmark models against your actual workloads. Find where 8B beats 70B, where local beats cloud, and where the ROI actually is.

Fine-Tuning

Custom models trained on your domain. Synthetic dataset creation, LoRA training, GGUF quantization for efficient local deployment.

MCP Development

Model Context Protocol servers and clients. Give your AI tools, memory, and access to your systems — the open standard way.

AI Safety

Crisis detection, content safety, and ethical AI implementation. Production-proven systems — not checkbox compliance.

Atamaia

The open platform for AI identity, memory, and context. Give your AI a mind of its own — persistent memory, cognitive continuity, and autonomous execution.

Learn more

Platform Features

Multi-tenant, API-first, provider-agnostic. Free tier with no feature gating.

  • 9 memory types with Hebbian link strengthening
  • 17-source context hydration in one API call
  • 170 MCP tools, REST API, CLI
  • 10 channel adapters (Slack, Discord, Telegram, etc.)
  • Agent orchestration with 8 specialised roles
  • Multi-tier AI routing with circuit breakers
  • Full data export — your data is always yours

Rich Jeffries

Full-stack developer and AI platform architect. 28+ years of experience, from enterprise infrastructure at the Microsoft/Channel Nine joint venture in Sydney through e-commerce platforms to production AI systems.

After an 8-year hiatus, I came back to technology in 2025 and built a complete AI stack from bare metal up — GPU inference servers, multi-tier model routing, agent orchestration, and a multi-tenant platform for AI identity and memory.

I believe the future of AI is sovereign — organisations owning their models, their data, and their infrastructure. Not renting capability from companies whose interests aren't aligned with yours.

Based in Auckland. Available for remote and on-site engagements across New Zealand and internationally.

Let's talk

Whether you're exploring local AI deployment, need MCP integration, or want to evaluate what sovereign AI looks like for your organisation.