Broome sits in a regional context that genuinely changes the build. Connectivity assumptions, the rhythm of the working week, the proximity of your team to your customers - none of those are details our default AI knowledge base template would catch.
AI knowledge base that lives in your stack, not on a vendor's roadmap. Shipped from Western Australia.
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
The pattern across Broome engagements we've shipped.
- Broome is Kimberley tourism and pearling, with a dry-season economy that has to earn a full year in six months.
- Tourism, pearling, Indigenous enterprise and remote services across an enormous region. The wet season shuts much of it down, so peak-season capacity is the whole commercial question.
We work with teams across Broome: Broome CBD · Cable Beach · Old Broome · Bilingurr · Derby.
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How we build AI knowledge base for a Broome team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Broome business, so value lands before the build is finished. Internal AI knowledge base.
Talk to usThe outcome for Broome teams
If we build the right slice first, Broome teams feel the difference inside the first month. 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 Broome?
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.
Anyone else in this space using AI knowledge base?
Plenty. New staff get to productive 3x faster - less senior-team interruption. The interesting question is rarely "does it work" - it's "is your team ready to use the output." That's what we'd scope on the 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 Broome team can actually run after we hand the build over, not what looks good on a vendor sticker.
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.