Kiwi Dynamics

Wairarapa · Applied AI

Built and supported here – the way a Masterton business would actually use it.

Book a demo

Most of our Masterton 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 agents is then designed against the detail, not the shape.

What AI agents actually does

Autonomous AI agents that don't just answer – they get things done. They check inventory, draft proposals, file paperwork, and chase quotes while your team focuses on the human work.

  • 01 Goal-driven agents that complete multi-step tasks
  • 02 Connect to your tools – Xero, HubSpot, Gmail, Slack, your CRM
  • 03 Human-in-the-loop checkpoints for anything risky
  • 04 Full audit log of every action the agent takes

Built on: Claude Agent SDK OpenAI Agents LangGraph n8n MCP

Wairarapa

The Masterton context, plainly.

  • Wairarapa runs on agriculture, wine, and a thriving lifestyle-block community – AI here lets small operators run on bigger leverage.
  • Sheep and beef, viticulture, and a tourism flow from Wellington commuters. AI tools that respect rural broadband budgets land best.

We work with teams across Masterton: Masterton CBD · Carterton · Greytown · Featherston · Martinborough.

Talk to us about this →

How we build AI agents for a Masterton team.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Masterton business, so value lands before the build is finished. AI agents that do work.

Talk to us

The outcome for Masterton teams

Replaces 15+ hours of weekly back-office work per agent deployed. For Masterton 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

Start a conversation

*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 Kiwi Dynamics, that drops to about 52.

Try the calculator

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

Questions

FAQ

How long does AI agents take to ship for Masterton businesses?

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

Do you have proof this works for Masterton businesses?

Direct case study: Replaces 15+ hours of weekly back-office work per agent deployed. 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 agents into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Claude Agent SDK sits in your account too – we don't operate it from ours.

Ready to talk specifics?

Scroll up – the form's right there.

Talk to Kiwi Dynamics

Get in touch

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.