Internal AI knowledge base, built for businesses operating in Katherine.

The version of AI knowledge base that works for a Katherine 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.

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

Where Katherine operators actually lose hours.

  • Katherine is defence, pastoral country and transport where the Stuart and Victoria highways meet.
  • RAAF Base Tindal, cattle stations, horticulture and freight. Defence work brings compliance requirements, and pastoral clients are often hours from the nearest town.

We work with teams across Katherine: Katherine CBD · Katherine East · Katherine South · Tindal · Mataranka.

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How we build AI knowledge base for a Katherine team.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Katherine business, so value lands before the build is finished. Internal AI knowledge base.

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The outcome for Katherine teams

New staff get to productive 3x faster - less senior-team interruption. For Katherine teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.

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

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*Every engagement is scoped and quoted up front. Results vary by workflow and business.

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Koala Dynamics, that drops to about 52.

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*Based on 9 hours a week of admin at Koala Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

FAQ

How long does AI knowledge base take to ship for Katherine businesses?

We aim for a working pilot inside 4-6 weeks - narrow scope, real Katherine 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 Katherine businesses are surprised how small the first cheque is.

Do you have proof this works for Katherine 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.

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.

Skip the pitch.

Tell us the workflow and we'll come back with what we'd build first.

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Tell us what you're trying to do and we'll reply with how we'd build it - no obligation.