We redesign how work gets done.

Trusted by ambitious NZ teams
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01 The problem

If AI doesn't change your unit economics, it's a hobby.

Most AI initiatives die in pilot. The demo impresses, the dashboards multiply — and six months later the P&L hasn't moved. The technology was never the problem. The work itself was never redesigned around it.

Bolting a model onto a broken process gives you a faster broken process. We start where the cost actually lives — the workflow — and rebuild it so the economics change. Cost to serve. Time to revenue. Output per head.

02 From AI-aware to AI-operational

AI-aware talks about it. AI-operational runs on it.

AI-aware organisations have the ChatGPT licences, the Copilot pilot, the slide in the strategy deck. The work itself looks the same as it did three years ago.

AI-operational organisations have redesigned at least one workflow around AI — a baseline, a result, and a team that can do it again. We get you there, one workflow at a time.

S—1

AI-assisted

AI helps the person. Individuals are faster — the business looks the same.

S—2

AI-enabled

AI helps the process. Workflows are faster and more consistent — humans still drive.

S—3

Agentic

AI runs parts of the process. Throughput jumps — people supervise, AI executes.

S—4

AI-native

AI improves the operating model. How you sell, price, deliver, and learn has changed shape.

Most organisations think they're AI-enabled. Most are AI-assisted with experiments. Read the maturity framework →

03 How we redesign the work
04 Two ways to redesign the work

We don't start with a twelve-month roadmap. We start with the workflow that hurts most, prove the result in six weeks, and use it as the wedge for the next one.

Four to six weeks

AI Execution Accelerator.

One workflow, redesigned and shipped as a working AI system. Fast.

On-site with your team: map the workflow, build in your environment on live work, measure against the baseline, hand over. You finish with a workflow that runs differently — and a number that proves it.

Read more →
Three to six months

AI Platform & Capability Build.

For organisations with multiple workflows to redesign — and a team that needs to keep going without us.

Project-first: we stand up your AI platform, redesign the first two or three workflows against it, and run enablement from day one. When the platform is proven, it converts to a retainer. Never the other way around.

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05 Field notes
02 Jun 2026

The pilot graveyard: why 80% of AI projects never ship.

Essay
14 May 2026

Unit economics are the only AI metric that matters.

Essay
29 Apr 2026

What we learnt rebuilding a 40-person back office.

Case notes
All writing →

A conversation.
Not a sales call.

Thirty minutes. We'll ask where you are, what you've tried, and where the highest-value opportunity sits. If we're the right fit, we'll tell you how we'd start. If we're not, we'll tell you that too.

Book a discovery call