Most of our Albany engagements start the same way: a 20-minute call where the owner describes a workflow we've heard before in shape but never in detail. AI knowledge base is then designed against the detail, not the shape.
Built and supported here - the way a Albany business would actually use it.
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 Albany context, plainly.
- Albany combines Great Southern agriculture, a working port and a serious tourism season on the south coast.
- Grain and livestock, a woodchip and grain port, fishing and a heritage tourism draw. Farm clients and tourism operators need very different service, and local firms usually carry both.
We work with teams across Albany: Albany CBD · Middleton Beach · Spencer Park · McKail · Denmark.
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How we build AI knowledge base for a Albany team.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Albany business, so value lands before the build is finished. Internal AI knowledge base.
Talk to usThe outcome for Albany teams
The shape of the result for Albany teams: New staff get to productive 3x faster - less senior-team interruption. Built on Claude, hardened with the rest of the stack as it scales.
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 long does AI knowledge base take to ship for Albany businesses?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Albany businesses data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
How do you price AI knowledge base engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most Albany businesses are surprised how small the first cheque is.
Has this actually shipped for a real Albany?
Yes. New staff get to productive 3x faster - less senior-team interruption. We'll share comparable engagements on the call.
Who owns the code and the model setup?
You do, on delivery. We deploy AI knowledge base into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude sits in your account too - we don't operate it from ours.
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.