Internal AI knowledge base, built for businesses operating in Alice Springs.

The version of AI knowledge base that works for a Alice Springs 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 Alice Springs operators actually lose hours.

  • Alice Springs serves Central Australia - tourism, government and remote community services across a catchment the size of a country.
  • Tourism, government service delivery, health and remote community support spanning enormous distances. Remote-first service is not an efficiency here, it is the only way the work gets done.

We work with teams across Alice Springs: Alice Springs CBD · Gillen · Braitling · Larapinta · East Side.

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How we build AI knowledge base for a Alice Springs team.

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

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The outcome for Alice Springs teams

If we build the right slice first, Alice Springs 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

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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

What's a typical engagement length for Alice Springs businesses?

Six to twelve weeks for the build, then a short managed-services month while the system goes from "shipped" to "owned by your team". After that you keep us on retainer if you want, or take it from there yourself.

Are there hidden costs we should plan for?

Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.

What's the realistic outcome for Alice Springs businesses?

New staff get to productive 3x faster - less senior-team interruption. We don't promise tenfold lifts because we don't see them outside of marketing decks.

Can you work with our existing systems?

Yes. The default AI knowledge base stack we reach for is Claude, Pinecone, Vercel AI SDK, Postgres, MCP, but we'll bend it around whatever you already run - Xero, HubSpot, Shopify, Cin7, your own in-house apps. The discovery week maps every data source before any build starts.

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.