AI translation in Blenheim.
For Blenheim operators who want a working pilot in weeks, not a year-long programme.
When harvest peaks in March, rosters, contractor invoices and compliance records all land at once. We automate that paperwork so vintage gets your full attention.
What AI translation actually does
Reach more of Aotearoa. With the right workflow automated, nine hours of admin a week could drop to about one.*
*Illustrative example only, based on 9 hours a week of admin falling to about 1 hour a week. Actual results vary by workflow and business.
How Kiwi Dynamics works
We find the one workflow costing Blenheim businesses the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
From one-person trades to national organisations, we find the hours :)
The questions a public sector buyer asks, answered up front: privacy impact, the NZISM, where the data lives and how an algorithm is held to account.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
Not your typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Small team.
Real systems.
Zero fluff.
What you get
We'd call the engagement a success when Blenheim teams are using the system without thinking about us.
- Te reo Māori with macron support and reviewed terminology
- Voice translation for support calls in real time
- Glossary-locked terms so brand language stays consistent
- Human-reviewer workflow for high-stakes content
- No annual contracts
- No shelfware or licences you do not use
What Blenheim runs on.
Marlborough is New Zealand's largest wine region, with almost 31,000 hectares of vines, around two thirds of the national total.
Marlborough put New Zealand on the international wine stage with its Sauvignon Blanc in the 1980s. Grape harvest runs to mid-April and peaks in March, with seasonal wine work from late January to May.
Straight answers
Who owns the code and the model setup?
You do, on delivery. We deploy AI translation into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude sits in your account too - we don't operate it from ours.
What's the realistic outcome for Blenheim businesses?
Expanded customer reach by 22% with multilingual support live. We don't promise tenfold lifts because we don't see them outside of marketing decks.
How long does AI translation take to ship for Blenheim businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Blenheim businesses data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
What happens when the Holidays Act is replaced?
The Employment Leave Act 2026 replaces it on 6 August 2028. Until then payroll follows the current Holidays Act, so leave calculations need to handle today's rules and the changeover.
How does this fit the Public Service AI Framework?
The framework, led by the Government Chief Digital Officer, asks for safe, transparent and accountable AI. Agencies that sign the Algorithm Charter also commit to transparency in how they use algorithms.
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