AI and machine learning in Wellington.
Most teams do not need a bigger model, they need one wired into the system where the work already happens.
Wellington runs on government, tech and screen, and most of that work runs on documents. We build AI that reads, drafts and files them, on New Zealand infrastructure.
Business in Wellington.
Wellington is home to New Zealand's public sector, which makes up 17 per cent of the city's workforce, alongside tech and fintech, gaming, screen, and food and beverage.
Wellington is a UNESCO City of Film, known for its post-production work. Wellington Anniversary Day falls on on or near 22 January.
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
How Kiwi Dynamics works
We find the one workflow costing Wellington businesses the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
What AI and machine learning means here
The core of what we build. Models that read your documents, answer in your own language and take the repetitive work off your team, running against your systems rather than a demo dataset.
- Agents that work inside your existing tools, not beside them
- Retrieval over your own documents, with the source cited on every answer
- Fine tuning and evaluation against tasks your team actually does
- Human review on anything that leaves the building
Small crew or big organisation, the busywork is the same :)
Quotes with GST, consent paperwork, LBP records and health and safety logs: the admin every New Zealand trade business carries.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
Straight answers
Where do you start?
With the workflow costing the most time or the most leads. Most teams do not need a bigger model, they need one wired into the system where the work already happens.
Do you actually work on AI and machine learning?
The core of what we build. Models that read your documents, answer in your own language and take the repetitive work off your team, running against your systems rather than a demo dataset.
What does this look like for a Wellington business?
Wellington runs on policy, tech, and tight talent pools. AI here is about scaling expertise - not replacing it. We scope one workflow, ship it to production, and prove the return before expanding.
Does it keep up with KiwiSaver changes?
It has to. The minimum employer contribution rose to 3.5 per cent on 1 April 2026 and rises to 4 per cent on 1 April 2028.
What does the Privacy Act 2020 mean for AI?
The same rules apply as for any system holding personal information. A breach that could cause serious harm must be reported to the Privacy Commissioner, who expects it within 72 hours.
Let's chat
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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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