The version of AI data analytics that works for a Bendigo 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.
Built and supported here - the way a Bendigo 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
The Bendigo context, plainly.
- Bendigo carries a genuine finance sector alongside health and agriculture, which is unusual for a regional city and raises the bar on compliance.
- Bendigo Bank headquarters, a major regional hospital, agriculture and a strong tourism trade. Financial services here bring privacy and audit expectations that shape what AI can touch and how it has to be built.
We work with teams across Bendigo: Bendigo CBD · Kangaroo Flat · Strathdale · Eaglehawk · Epsom.
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How we build AI data analytics for a Bendigo team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Bendigo business, so value lands before the build is finished. Ask your data in English.
Talk to usThe outcome for Bendigo teams
If we build the right slice first, Bendigo teams feel the difference inside the first month. 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 Bendigo businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Bendigo 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 Bendigo 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. Owners check the business in 2 minutes instead of 2 hours.
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.
The honest version of a sales call.
No deck. No discovery doc. Just whether this is worth building and what it would cost.
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.