The reason we take on work in Geraldton is that the businesses here tend to be sharper about what they want than the brief lets on. AI knowledge base for a Geraldton team almost always ends up looking different to AI knowledge base for a downtown Auckland one.
Internal AI knowledge base - wired into a Geraldton workflow, not bolted on the side.
What AI knowledge base actually does
Your team's tribal knowledge, finally searchable. Upload your SOPs, training videos, past emails, and Slack threads - your team asks questions and gets answers with citations.
- 01 Ingests PDFs, Word docs, videos, Slack, Notion, Drive
- 02 Answers with citations back to source documents
- 03 Permission-aware - staff only see what they should
- 04 Detects stale docs and prompts owners to update
Built on: Claude Pinecone Vercel AI SDK Postgres MCP
Without Koala Dynamics
With Koala Dynamics
What we keep seeing in Geraldton.
- Geraldton runs on an iron ore port, the rock lobster fishery and Mid West broadacre farming.
- Bulk export, one of the most valuable fisheries in the country, grain and a growing renewables interest. Export documentation and quota compliance are constant background work.
We work with teams across Geraldton: Geraldton CBD · Wonthella · Tarcoola Beach · Mount Tarcoola · Dongara.
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How we build AI knowledge base for a Geraldton team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Geraldton business, so value lands before the build is finished. Internal AI knowledge base.
Talk to usThe outcome for Geraldton teams
We'd call the engagement a success when Geraldton teams are using the system without thinking about us. New staff get to productive 3x faster - less senior-team interruption.
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 quickly can we see something running?
Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".
Is AI knowledge base worth it for a smaller Geraldton?
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 Geraldton businesses?
Direct case study: New staff get to productive 3x faster - less senior-team interruption. Happy to walk you through full numbers on a call.
What tools do you build AI knowledge base on?
For AI knowledge base we usually reach for Claude, Pinecone, Vercel AI SDK, Postgres, MCP. We're tool-agnostic at heart - we pick what your Geraldton team can actually run after we hand the build over, not what looks good on a vendor sticker.
One reply, one direction.
We don't run sequences or follow-up automation. One useful answer, one decision on your side.
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.