AI demand forecasting in Motueka.
For Motueka operators who want a working pilot in weeks, not a year-long programme.
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 demand forecasting actually does
Forecasts that account for school holidays, NZ weather, tourist seasons, and your own promo calendar. 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.
One workflow.
In production.
In weeks.
What you get
The shape of the result for Motueka teams: Stockouts down 35%, overstock down 22% in the first season.
- Combines your sales history with weather, calendar, and event data
- Per-SKU and per-store forecasts, not whole-business averages
- Re-forecasts weekly as new data comes in
- Explains the why behind every number
- No AI theatre
- No annual contracts
Business in Motueka.
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.
Already buried in admin? We'll sort the first workflow for 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 :)
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.
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Good questions, answered
How do you price AI demand forecasting engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most Motueka businesses are surprised how small the first cheque is.
How long does AI demand forecasting take to ship for Motueka businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Motueka 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.
Who owns the code and the model setup?
You do, on delivery. We deploy AI demand forecasting into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Prophet sits in your account too - we don't operate it from ours.
What does the Privacy Commissioner expect before we use AI?
Senior leadership sign-off, a check that the tool is necessary and proportionate, and a privacy impact assessment before it goes live.
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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