We've worked with enough operators in Central Coast to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI data analytics project is sit with your team for a day before we propose anything.
Built and supported here - the way a Central Coast 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
Where Central Coast operators actually lose hours.
- The Central Coast is a commuter belt that has grown into its own economy - health, construction and retail employ most of it, and a lot of owners are running a real business while still losing a day a week to admin.
- Gosford and Wyong anchor a corridor of health services, aged care, trades and retail serving 350,000 people between Sydney and Newcastle. Plenty of businesses here are big enough to hurt from manual quoting and phone handling but too lean to hire an office manager for it.
We work with teams across Central Coast: Gosford · Wyong · Erina · Tuggerah · Terrigal · The Entrance.
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How we build AI data analytics for a Central Coast team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Central Coast business, so value lands before the build is finished. Ask your data in English.
Talk to usThe outcome for Central Coast teams
What changes for Central Coast teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. 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
When does AI data analytics 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 Central Coast - so the savings start landing before the rest of the build is finished.
Do you do hourly billing or fixed price?
Fixed price for the pilot, every time. After that it's your call - fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.
Has this actually shipped for a real Central Coast?
Yes. Owners check the business in 2 minutes instead of 2 hours. We'll share comparable engagements on the call.
Will this run on our own infrastructure?
Yes, where it makes sense. AI data analytics can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to DuckDB, Claude, Metabase, BigQuery, Vercel AI SDK but the architecture supports your existing platform choices.
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.