Services

Agentic systems

Multi-agent pipelines that perform end-to-end work autonomously — research, decisions, writing, review.

Where we go deep

Multi-agent orchestration runtimes
Tool-use & function-calling design
Agent evaluation & drift detection
Editorial / review pipelines
Customer-service & ops agents
Human-in-the-loop oversight UX

Tools we reach for

Anthropic Claude · OpenAI · LangGraph · MCP · Cloudflare Workers · Durable Objects

How an engagement runs

Most work starts with a focused two-week sprint — a written diagnosis and recommendation, optionally a prototype — before any larger build. From there a scoped quarterly delivery takes it to running software in production, and a light retainer keeps it healthy afterwards. We work with partners across New Zealand, Australia, the UK and the US.

Common questions

What does agentic systems involve?: We design and ship agentic workflows that replace whole knowledge-work pipelines. Researchers, decision-makers, writers, reviewers — each a specialist agent with its own tools, evaluators and a kill switch. We deploy them with the oversight to use them safely in production. In practice that includes multi-agent orchestration runtimes, tool-use & function-calling design, agent evaluation & drift detection and more.
Do you work with teams outside New Zealand?: Yes. We are NZ-owned and operated and work with partners across New Zealand, Australia, the United Kingdom and the United States.
How does an engagement usually start?: Most engagements begin with a two-week sprint: a written diagnosis and recommendation, optionally a working prototype, before any larger commitment.

Services/Custom Software Services/Ai And Machine Learning Services/Data Architecture

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How an engagement runs

Common questions

What does agentic systems involve?

We design and ship agentic workflows that replace whole knowledge-work pipelines. Researchers, decision-makers, writers, reviewers — each a specialist agent with its own tools, evaluators and a kill switch. We deploy them with the oversight to use them safely in production. In practice that includes multi-agent orchestration runtimes, tool-use & function-calling design, agent evaluation & drift detection and more.

Do you work with teams outside New Zealand?

Yes. We are NZ-owned and operated and work with partners across New Zealand, Australia, the United Kingdom and the United States.

How does an engagement usually start?

Most engagements begin with a two-week sprint: a written diagnosis and recommendation, optionally a working prototype, before any larger commitment.