Canterbury · Applied AI

MCP integrations designed around the way a Kaikōura team actually runs.

The reason we take on work in Kaikōura is that the businesses here tend to be sharper about what they want than the brief lets on. MCP integrations for a Kaikōura team almost always ends up looking different to MCP integrations for a downtown Auckland one.

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

Canterbury

What Kaikōura teams tell us when they get on a call.

  • Kaikōura runs on whale-watching, hospitality, and fishing – AI here means handling spikes, language mix, and the weather changing the plan.
  • Marine tourism, accommodation, hospitality, and a tight local services sector. AI tools that speak multiple languages and handle weather pivots earn keep.

We work with teams across Kaikōura: Kaikōura township · South Bay · Hapuku · Oaro · Clarence.

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How we build MCP integrations for a Kaikōura team.

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

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The outcome for Kaikōura teams

What changes for Kaikōura teams after this lands: the work that used to need a person stays done, the work that needs a person gets done with their attention undivided. Existing AI tools become 10x more useful with real business context.

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 Kiwi Dynamics, that drops to about 52.

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*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 fast could we have MCP integrations in production?

Eight to ten weeks for most Kaikōura businesses. Faster if your data is in good shape and slower if we're untangling a legacy integration first. We'll give you a realistic number on the scoping call rather than the optimistic one.

What does MCP integrations cost for a Kaikōura?

Pilots start from a fixed scope priced to land a measurable result inside 6 weeks. Pricing depends on data volume, integration complexity, and whether you need us on managed services afterwards. We'll quote precisely after a 30-minute scoping call.

What's the realistic outcome for Kaikōura businesses?

Existing AI tools become 10x more useful with real business context. We don't promise tenfold lifts because we don't see them outside of marketing decks.

What if our Kaikōura doesn't have any data ready?

Most don't. Getting the data into shape – ingestion, cleaning, the lightweight contracts you need before any model is useful – is part of the engagement. For MCP integrations specifically, we typically run that work on MCP, Claude, TypeScript, Vercel and assume messy starting conditions from day one.

Sketch this with us.

We'll map your real workflow before quoting anything.

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