Most of our Warrnambool engagements start the same way: a 20-minute call where the owner describes a workflow we've heard before in shape but never in detail. AI data analytics is then designed against the detail, not the shape.
Built and supported here - the way a Warrnambool business would actually use it.
What AI data analytics actually does
Stop digging through dashboards. Ask plain-English questions of your sales, jobs, and customer data - get charts, summaries, and the why behind the numbers in seconds.
- 01 Natural-language queries over your Xero, Shopify, CRM data
- 02 Weekly auto-summaries delivered to inbox or Slack
- 03 Anomaly detection - flags weird weeks before you notice
- 04 Forecasts that explain themselves, not black boxes
Built on: DuckDB Claude Metabase BigQuery Vercel AI SDK
Without Koala Dynamics
With Koala Dynamics
Why Warrnambool businesses are a fit for this.
- Warrnambool is dairy country with a strong food-processing base and a tourism strip along the Great Ocean Road.
- Dairy production and processing, agriculture services, health and a seasonal tourism economy. Farm clients and tourism clients run on completely different rhythms, and most local firms serve both.
We work with teams across Warrnambool: Warrnambool CBD · Dennington · North Warrnambool · Port Fairy · Koroit.
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How we build AI data analytics for a Warrnambool team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Warrnambool business, so value lands before the build is finished. Ask your data in English.
Talk to usThe outcome for Warrnambool teams
We'd call the engagement a success when Warrnambool teams are using the system without thinking about us. Owners check the business in 2 minutes instead of 2 hours.
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 data analytics take to ship for Warrnambool businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Warrnambool 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 data analytics 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 Warrnambool businesses are surprised how small the first cheque is.
Do you have proof this works for Warrnambool businesses?
Direct case study: Owners check the business in 2 minutes instead of 2 hours. Happy to walk you through full numbers on a call.
Who owns the code and the model setup?
You do, on delivery. We deploy AI data analytics into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. DuckDB 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.