Queensland · Applied AI
AI demand forecasting in Brisbane
For Brisbane 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.
The version of AI demand forecasting that works for a Brisbane 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.
- 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 Brisbane businesses choose this
Brisbane is in the middle of an infrastructure and population boom running through to the 2032 Olympics – AI here is about keeping growing businesses from drowning in their own admin.
The Brisbane context, plainly.
Construction, property and a fast-growing professional services base are all hiring faster than they can train people. Brisbane teams need automation that lets a smaller back office keep pace with a bigger front line.
We work with teams across Brisbane: CBD · Fortitude Valley · South Bank · Chermside · Ipswich · Springfield.
How we build AI demand forecasting for a Brisbane team
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Brisbane 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 Brisbane teams
The shape of the result for Brisbane teams: Stockouts down 35%, overstock down 22% in the first season. Built on Prophet, hardened with the rest of the stack as it scales.
Stockouts down 35%, overstock down 22% in the first season.
AI demand forecasting in Brisbane – common questions
How long does AI demand forecasting take to ship for Brisbane businesses?
We aim for a working pilot inside 4-6 weeks – narrow scope, real Brisbane 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.
Are there hidden costs we should plan for?
Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.
Has this actually shipped for a real Brisbane?
Yes. Stockouts down 35%, overstock down 22% in the first season. We'll share comparable engagements on the call.
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.
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Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.