AI and machine learning in Motueka.
Most teams do not need a bigger model, they need one wired into the system where the work already happens.
When picking starts, Motueka growers take on hundreds of seasonal workers. We automate onboarding, timesheets and payday filing so harvest is not buried in forms.
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
How much is the admin really costing you?
Nine hours a week of admin is 468 hours a year. That could drop to about 52.*
*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.
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.
Motueka, up close.
Motueka is a horticulture hub that hosts hundreds of seasonal workers at harvest, and horticulture and fruit growing is the Tasman District's biggest export industry.
Motueka is also the name of a hop variety grown in the district. Harvest brings hundreds of seasonal workers for fruit crops and hops.
Good questions, answered
Is this a talk or a build?
Both, depending on what you need. We speak on AI and machine learning, and we build the systems behind it. The advice is the same either way, and it is free of charge until there is a scope to quote.
What does this look like for a Motueka business?
Motueka is hops, apples, and a steady tourism flow toward Abel Tasman - AI here helps growers and operators handle peak weeks without panic. We scope one workflow, ship it to production, and prove the return before expanding.
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.
Can AI help with payday filing?
It can prepare it. Employers file employment information every payday, within 2 working days when filing electronically, and automation can have it ready for a person to check.
Is our data kept in New Zealand?
Kiwi Dynamics hosts its own infrastructure in New Zealand, under New Zealand governance. If personal information ever has to go offshore, privacy principle 12 requires comparable protection.
Talk to us about AI and machine learning
StartContact us
Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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