We've worked with enough operators in Armidale 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 customer feedback project is sit with your team for a day before we propose anything.
For Armidale operators who want a working pilot in weeks, not a year-long programme.
What AI customer feedback actually does
Every Google review, NPS survey, support ticket, and social mention pulled into one place - themed, scored, and ranked by impact. You finally see what customers actually complain about.
- 01 Pulls reviews from Google, Facebook, Trade Me, your forms
- 02 Auto-themes complaints and praise into trends
- 03 Alerts you to a bad review before it goes viral
- 04 Drafts public review responses in your voice
Built on: Claude Google Business API Trustpilot Vercel
Without Koala Dynamics
With Koala Dynamics
Where Armidale operators actually lose hours.
- Armidale is a university town on the New England tablelands, so its business base swings hard with the academic calendar.
- The University of New England, agriculture, health and education dominate. A large share of local demand arrives and disappears with semester dates, which makes fixed staffing expensive and automation genuinely useful.
We work with teams across Armidale: Armidale CBD · Newling · West Armidale · Uralla · Guyra.
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How we build AI customer feedback for a Armidale team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Armidale business, so value lands before the build is finished. AI review and feedback.
Talk to usThe outcome for Armidale teams
We'd call the engagement a success when Armidale teams are using the system without thinking about us. Star ratings up ~0.4 in 90 days from faster, on-brand responses.
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
What's a typical engagement length for Armidale businesses?
Six to twelve weeks for the build, then a short managed-services month while the system goes from "shipped" to "owned by your team". After that you keep us on retainer if you want, or take it from there yourself.
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.
What's the realistic outcome for Armidale businesses?
Star ratings up ~0.4 in 90 days from faster, on-brand responses. We don't promise tenfold lifts because we don't see them outside of marketing decks.
Can you work with our existing systems?
Yes. The default AI customer feedback stack we reach for is Claude, Google Business API, Trustpilot, Vercel, but we'll bend it around whatever you already run - Xero, HubSpot, Shopify, Cin7, your own in-house apps. The discovery week maps every data source before any build starts.
Worth a conversation?
Even if you don't end up working with us, you'll leave the call knowing what's worth building.
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.