The reason we take on work in Whyalla is that the businesses here tend to be sharper about what they want than the brief lets on. AI content generation for a Whyalla team almost always ends up looking different to AI content generation for a downtown Auckland one.
AI content engine - wired into a Whyalla workflow, not bolted on the side.
What AI content generation actually does
A content engine trained on your voice, not generic SaaS-speak. Service pages, blog posts, social captions, and email sequences that sound like you wrote them at 2am - but didn't.
- 01 Voice and tone trained on your past content
- 02 Built-in NZ-specific spelling, terms, and slang
- 03 Auto-publishes to your CMS, scheduled across channels
- 04 You approve before anything goes live
Built on: Claude Vercel AI SDK Sanity Buffer Ghost
Without Koala Dynamics
With Koala Dynamics
Our field notes from Whyalla builds.
- Whyalla is a steel town rebuilding around green hydrogen and renewables, and its supplier base is retendering for work it has never done before.
- Steelworks, iron ore, and a large green energy transition pipeline. Local contractors are writing proposals for new industries, which has sharply increased the documentation load.
We work with teams across Whyalla: Whyalla Norrie · Whyalla Stuart · Whyalla Playford · Whyalla Jenkins.
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How we build AI content generation for a Whyalla team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Whyalla business, so value lands before the build is finished. AI content engine.
Talk to usThe outcome for Whyalla teams
We'd call the engagement a success when Whyalla teams are using the system without thinking about us. Publishes 4x more content per week without adding headcount.
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 the realistic timeline for AI content generation with a Whyalla?
Most Whyalla businesses have their first usable slice in week 5 or 6. We'd rather ship narrow and real than broad and aspirational - your team gets to use the thing well before the engagement is "done".
Is AI content generation worth it for a smaller Whyalla?
Often, yes - and counterintuitively the ROI is sometimes faster than for the big end of town because there's less integration overhead. We'll tell you honestly on the scoping call if it isn't.
Do you have proof this works for Whyalla businesses?
Direct case study: Publishes 4x more content per week without adding headcount. Happy to walk you through full numbers on a call.
What happens if we want to swap a vendor out later?
AI content generation is built behind a small adapter layer specifically so swapping a model provider or a data source is a one-day job, not a re-architecture. Claude, Vercel AI SDK, Sanity, Buffer, Ghost are our defaults, but the build is intentionally portable.
Twenty minutes, your call.
You describe what's broken. We'll tell you what we'd actually do about it.
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.