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

The version of AI HR assistant that works for a Palmerston 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 HR assistant actually does

An AI HR assistant trained on your policies, awards, and the Employment Relations Act. Answers staff questions, drafts contracts, screens applicants, and flags HR risk - without replacing your people lead.

  • 01 Answers leave, pay, and policy questions 24/7
  • 02 Drafts contracts, warnings, and PIPs from templates
  • 03 Screens CVs against role criteria with reasoning
  • 04 Flags ER risks before they become disputes

Built on: Claude Employment Hero API BambooHR Vercel

The Palmerston context, plainly.

  • Palmerston is Darwin's fast-growing satellite city, with defence, construction and home services driving most of the local work.
  • Residential growth, defence households, trades and retail serving one of the youngest populations in the country. Volume and after-hours demand are the recurring pinch points.

We work with teams across Palmerston: Palmerston CBD · Rosebery · Zuccoli · Durack · Humpty Doo.

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How we build AI HR assistant for a Palmerston team.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Palmerston business, so value lands before the build is finished. AI HR and people ops.

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The outcome for Palmerston teams

The shape of the result for Palmerston teams: HR enquiries drop 65% in the first month - leaders get their week back. 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

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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 HR assistant take to ship for Palmerston businesses?

We aim for a working pilot inside 4-6 weeks - narrow scope, real Palmerston 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.

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 Palmerston businesses?

HR enquiries drop 65% in the first month - leaders get their week back. We don't promise tenfold lifts because we don't see them outside of marketing decks.

Who owns the code and the model setup?

You do, on delivery. We deploy AI HR assistant 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.

The honest version of a sales call.

No deck. No discovery doc. Just whether this is worth building and what it would cost.

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