AI translation that lives in your stack, not on a vendor's roadmap. Shipped from New South Wales.

Armidale businesses don't need another generic AI pitch. AI translation only earns its keep when it's built around the workflow you actually run on a wet Tuesday, and that's how we scope every engagement we take on in New South Wales.

What AI translation actually does

Reach more of Aotearoa. AI translation for te reo Māori, Samoan, Tongan, Mandarin, Hindi, and more - with cultural nuance, not Google-Translate stiffness.

  • 01 Te reo Māori with macron support and reviewed terminology
  • 02 Voice translation for support calls in real time
  • 03 Glossary-locked terms so brand language stays consistent
  • 04 Human-reviewer workflow for high-stakes content

Built on: Claude DeepL ElevenLabs Vercel

Our field notes from Armidale builds.

  • 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 translation 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 multilingual + te reo.

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The outcome for Armidale teams

What changes for Armidale 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. Expanded customer reach by 22% with multilingual support live.

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

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*Every engagement is scoped and quoted up front. Results vary by workflow and business.

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Koala Dynamics, that drops to about 52.

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*Based on 9 hours a week of admin at Koala Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

FAQ

How fast could we have AI translation in production?

Eight to ten weeks for most Armidale businesses. Faster if your data is in good shape and slower if we're untangling a legacy integration first. We'll give you a realistic number on the scoping call rather than the optimistic one.

What's the smallest engagement you'd take on?

A two-week paid discovery for Armidale businesses that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.

What's the realistic outcome for Armidale businesses?

Expanded customer reach by 22% with multilingual support live. We don't promise tenfold lifts because we don't see them outside of marketing decks.

What if our Armidale doesn't have any data ready?

Most don't. Getting the data into shape - ingestion, cleaning, the lightweight contracts you need before any model is useful - is part of the engagement. For AI translation specifically, we typically run that work on Claude, DeepL, ElevenLabs, Vercel and assume messy starting conditions from day one.

One reply, one direction.

We don't run sequences or follow-up automation. One useful answer, one decision on your side.

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Tell us what you're trying to do and we'll reply with how we'd build it - no obligation.