AI and machine learning in Cromwell.
Most teams do not need a bigger model, they need one wired into the system where the work already happens.
Nearly half of New Zealand's export cherries come from the Cromwell Basin. When picking starts, AI keeps orders, staff and export paperwork moving.
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.
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
Business in Cromwell.
Horticulture is a mainstay of Central Otago, and nearly half of New Zealand's export cherries are grown in the Cromwell Basin.
Central Otago is the most southerly wine region, and most of its plantings are Pinot Noir.
On the tools or running at scale, the admin still eats the week :)
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.
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.
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 Cromwell business?
Central Otago is wine, horticulture, and a tourism corridor that connects Wānaka and Queenstown - AI here turns short seasons into solid years. We scope one workflow, ship it to production, and prove the return before expanding.
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.
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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