We were building AI
before it was a buzzword.
Azed is a New Zealand team of engineers who have been designing and shipping AI-based software since long before ChatGPT introduced AI to the world.
- building AI before ChatGPT
- Pre-2022
- based in Auckland
- NZ
- strategy to support, in-house
- A–Z
- clients across four continents
- Global
A quiet head start.
Long before AI was on every keynote slide, we were already writing it into production software.
Our team started out the hard way: training models on messy real-world data, deploying them on modest servers, and learning — sometimes painfully — what it takes for AI to work reliably for real users. We built systems that read documents, predicted demand, recommended products and recognised what was in an image. None of it was glamorous. All of it had to work.
Then, in late 2022, ChatGPT arrived and the world suddenly understood what we had been working on for years. Overnight, everyone wanted AI. Many teams were starting from zero. We weren't. We already knew how to collect good data, measure accuracy, handle edge cases and keep a model honest once it was live.
The models got dramatically better. The fundamentals of shipping AI that people can trust stayed exactly the same.
That experience is why Azed exists. We bring the new generation of AI — large language models, agents, retrieval and on-device intelligence — together with the discipline we built in the years before the hype. The result is AI software that is not just impressive in a demo, but dependable on a Monday morning.
We do it all from Auckland, New Zealand: one team, covering everything from A to Z.
How we got here.
- Before the hype
Quietly building AI
Recommendation engines, document understanding, forecasting and computer vision — real AI software, shipped to real users, years before most people had heard the term "LLM".
- Nov 2022
The world catches up
ChatGPT launches and AI becomes the headline. For us it was a powerful new tool in a toolbox we had been using for years — not a starting line.
- The shift
From models to products
We moved fast on large language models, agents and retrieval, combining them with the data, engineering and evaluation habits we had already built.
- Today
Azed, A to Z
One Auckland-based team covering every step — strategy, web and mobile apps, agents, integrations and long-term support — for clients around the world.
What years of AI taught us.
- 01
Experience over hype
We were building with machine learning long before it trended. We know where AI shines, where it fails, and how to tell the difference.
- 02
Eval-driven development
We write the test suite before the system. If we cannot prove it works under real-world inputs, we will not ship it.
- 03
Boring infrastructure
Postgres. Queues. Proven cloud. The model is the new part — everything around it should be ten-year-stable.
- 04
You own everything
Code, prompts, evals and data are yours from day one. We earn the next project by being good, not by holding keys.
- 05
Honest advice
Sometimes the best answer is not AI at all. We will tell you, even when it means a smaller project for us.
Built in Aotearoa,
for the world.
Being based at the edge of the map turns out to be an advantage.
- 01
Around-the-clock progress
Our day overlaps the end of the US working day and the start of Asia’s, so work moves forward while you sleep.
- 02
Number 8 wire thinking
Kiwis are known for solving hard problems with what is at hand. We bring that pragmatism to AI: simple, robust, no gold-plating.
- 03
Small country, global work
We are proudly based in New Zealand and build for clients across the US, Australia, Europe and Asia.
Bring us your idea.
Years of AI experience, one team, every step from A to Z. Let's build something that lasts.