The version of AI demand forecasting that works for a Rockhampton 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.
For Rockhampton operators who want a working pilot in weeks, not a year-long programme.
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
What's different about doing this work in Rockhampton.
- Rockhampton is the beef capital and a Central Queensland service hub, with a defence and mining services layer on top.
- Cattle, meat processing, mining services and a large military training presence at Shoalwater Bay. Livestock and mining clients both run on schedules that punish a slow reply.
We work with teams across Rockhampton: Rockhampton CBD · North Rockhampton · Gracemere · Parkhurst · Yeppoon.
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How we build AI demand forecasting for a Rockhampton team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Rockhampton business, so value lands before the build is finished. AI sales + stock forecasting.
Talk to usThe outcome for Rockhampton teams
The shape of the result for Rockhampton teams: Stockouts down 35%, overstock down 22% in the first season. Built on Prophet, hardened with the rest of the stack as it scales.
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 Rockhampton - 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 Rockhampton 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.
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.
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.