We've worked with enough operators in Bendigo to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI demand forecasting project is sit with your team for a day before we propose anything.
AI sales + stock forecasting, built for businesses operating in Bendigo.
What AI demand forecasting actually does
Forecasts that account for school holidays, NZ weather, tourist seasons, and your own promo calendar. Order the right stock, roster the right hours, plan the next quarter with actual numbers.
- 01 Combines your sales history with weather, calendar, and event data
- 02 Per-SKU and per-store forecasts, not whole-business averages
- 03 Re-forecasts weekly as new data comes in
- 04 Explains the why behind every number
Built on: Prophet DuckDB Claude BigQuery Vercel
Without Koala Dynamics
With Koala Dynamics
Where Bendigo operators actually lose hours.
- Bendigo carries a genuine finance sector alongside health and agriculture, which is unusual for a regional city and raises the bar on compliance.
- Bendigo Bank headquarters, a major regional hospital, agriculture and a strong tourism trade. Financial services here bring privacy and audit expectations that shape what AI can touch and how it has to be built.
We work with teams across Bendigo: Bendigo CBD · Kangaroo Flat · Strathdale · Eaglehawk · Epsom.
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How we build AI demand forecasting for a Bendigo team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Bendigo business, so value lands before the build is finished. AI sales + stock forecasting.
Talk to usThe outcome for Bendigo teams
What changes for Bendigo teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. Stockouts down 35%, overstock down 22% in the first season.
Not your typical AI agency.
Honest about what AI can and cannot do
Ships the one workflow that pays for itself
Hours given back, never the size of the invoice
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
FAQ
When does AI demand forecasting actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a Bendigo - so the savings start landing before the rest of the build is finished.
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 Bendigo businesses are surprised how small the first cheque is.
Has this actually shipped for a real Bendigo?
Yes. Stockouts down 35%, overstock down 22% in the first season. We'll share comparable engagements on the call.
Will this run on our own infrastructure?
Yes, where it makes sense. AI demand forecasting can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Prophet, DuckDB, Claude, BigQuery, Vercel but the architecture supports your existing platform choices.
Skip the pitch.
Tell us the workflow and we'll come back with what we'd build first.
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it - no obligation.