Koala Dynamics

Built and supported here - the way a Karratha business would actually use it.

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Most of our Karratha 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. MCP integrations is then designed against the detail, not the shape.

What MCP integrations actually does

Wire Claude, ChatGPT, or Gemini directly into your tools with the Model Context Protocol. Your team uses AI in their existing inbox, CRM, or chat - with your data, your permissions, your guardrails.

  • 01 Custom MCP servers for your CRM, ERP, or in-house tools
  • 02 Permission-aware so AI only sees what each user can
  • 03 Tool-call audit log for compliance
  • 04 Works with Claude Desktop, ChatGPT, Cursor, and more

Built on: MCP Claude TypeScript Vercel

Why Karratha businesses are a fit for this.

  • Karratha services Pilbara LNG and iron ore, where a single day of downtime is worth more than most annual budgets.
  • North West Shelf gas, iron ore, and the industrial services town built to support them. Response speed is priced into every contract, and slow admin is a commercial liability.

We work with teams across Karratha: Karratha CBD · Bulgarra · Nickol · Baynton · Dampier.

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How we build MCP integrations for a Karratha team.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Karratha business, so value lands before the build is finished. Connect Claude to your stack.

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The outcome for Karratha teams

Existing AI tools become 10x more useful with real business context. For Karratha 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 MCP integrations take to ship for Karratha businesses?

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

Do you have proof this works for Karratha businesses?

Direct case study: Existing AI tools become 10x more useful with real business context. Happy to walk you through full numbers on a call.

Who owns the code and the model setup?

You do, on delivery. We deploy MCP integrations into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. MCP 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.