The version of AI demand forecasting that works for a Bundaberg business is rarely the version a national vendor would sell you. We build the one that fits how your team actually operates - usually with fewer parts than the off-the-shelf pitch.
AI sales + stock forecasting, built for businesses operating in Bundaberg.
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 Bundaberg operators actually lose hours.
- Bundaberg is sugar, rum and horticulture in the Wide Bay, with a heavy seasonal labour cycle and thin margins.
- Sugar cane, macadamias, small crops, food manufacturing and a well-known distillery. Seasonal workforce paperwork and food-safety compliance dominate the back office.
We work with teams across Bundaberg: Bundaberg CBD · Bargara · Bundaberg North · Svensson Heights · Childers.
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How we build AI demand forecasting for a Bundaberg team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Bundaberg business, so value lands before the build is finished. AI sales + stock forecasting.
Talk to usThe outcome for Bundaberg teams
We'd call the engagement a success when Bundaberg teams are using the system without thinking about us. 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
How long does AI demand forecasting take to ship for Bundaberg businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Bundaberg 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.
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 Bundaberg businesses are surprised how small the first cheque is.
Can you walk us through a comparable build?
Yes - on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Stockouts down 35%, overstock down 22% in the first season.
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.
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.