The version of AI knowledge base that works for a Albury business is rarely the version a national vendor would sell you. We build the one that fits how your team actually operates - usually with fewer parts than the off-the-shelf pitch.
For Albury operators who want a working pilot in weeks, not a year-long programme.
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 Albury context, plainly.
- Albury runs on freight and manufacturing at the border, where a huge share of the road traffic between Sydney and Melbourne stops, unloads or changes hands.
- Half of the Albury-Wodonga twin city, built on logistics, food manufacturing and distribution along the Hume corridor. Scheduling, dispatch and customer updates dominate the admin load, and most of it is still done by phone.
We work with teams across Albury: Albury CBD · Lavington · Thurgoona · North Albury · East Albury.
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How we build AI knowledge base for a Albury team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Albury business, so value lands before the build is finished. Internal AI knowledge base.
Talk to usThe outcome for Albury teams
If we build the right slice first, Albury 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
When does AI knowledge base actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a Albury - so the savings start landing before the rest of the build is finished.
Do you do hourly billing or fixed price?
Fixed price for the pilot, every time. After that it's your call - fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.
Has this actually shipped for a real Albury?
Yes. New staff get to productive 3x faster - less senior-team interruption. We'll share comparable engagements on the call.
Will this run on our own infrastructure?
Yes, where it makes sense. AI knowledge base can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, Pinecone, Vercel AI SDK, Postgres, MCP but the architecture supports your existing platform choices.
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.