Queensland · Applied AI
AI demand forecasting in Townsville
AI demand forecasting that lives in your stack, not on a vendor's roadmap. Shipped from Queensland.
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.
Townsville sits in a regional context that genuinely changes the build. Connectivity assumptions, the rhythm of the working week, the proximity of your team to your customers – none of those are details our default AI demand forecasting template would catch.
- 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
Why Townsville businesses choose this
Townsville runs on defence, mining services and a role as North Queensland's regional hub – AI here means serving a wide catchment without a Sydney-sized team.
What we keep seeing in Townsville.
A major army garrison, mineral processing, and a role as the service centre for a huge swathe of North Queensland. Townsville businesses want AI that covers a big regional footprint with a small local team.
We work with teams across Townsville: Townsville CBD · North Ward · Aitkenvale · Kirwan · Douglas · Idalia.
How we build AI demand forecasting for a Townsville team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Townsville business, so value lands before the build is finished. Every engagement starts with a short call and a paid discovery if the brief needs one.
AI sales + stock forecasting.
The outcome for Townsville teams
We'd call the engagement a success when Townsville teams are using the system without thinking about us. Stockouts down 35%, overstock down 22% in the first season.
Stockouts down 35%, overstock down 22% in the first season.
AI demand forecasting in Townsville – common questions
How quickly can we see something running?
Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".
What's the smallest engagement you'd take on?
A two-week paid discovery for Townsville businesses that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.
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.
What tools do you build AI demand forecasting on?
For AI demand forecasting we usually reach for Prophet, DuckDB, Claude, BigQuery, Vercel. We're tool-agnostic at heart – we pick what your Townsville team can actually run after we hand the build over, not what looks good on a vendor sticker.
One short call.
Tell us what you're trying to fix. We'll come back inside a working day.
Get in touch
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.