AI knowledge base in Wānaka.

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

AI knowledge base for a Wānaka operator

Honest scoping before we quote a cent. If we don't think we can move the needle, we'll tell you on the first call.

What this is

Internal AI knowledge base

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.

New staff get to productive 3x faster – less senior-team interruption.

How it helps your Wānaka team

What you actually get.

  • Ingests PDFs, Word docs, videos, Slack, Notion, Drive
  • Answers with citations back to source documents
  • Permission-aware – staff only see what they should
  • Detects stale docs and prompts owners to update

We've worked with enough operators in Wānaka to know that the brief that arrives in our inbox is rarely the brief that ends up shipped. The first thing we do on any AI knowledge base project is sit with your team for a day before we propose anything.

New staff get to productive 3x faster – less senior-team interruption. For Wānaka teams, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.

Why Wānaka businesses are a fit for this.

Tourism, hospitality, lifestyle property, and trades feeding constant builds. AI shines when it lets a small operator look like a big one.

We work with teams in

Wānaka townshipAlbert TownHāweaCardronaLake Hāwea

What we build

AI knowledge base, tailored to Wānaka businesses.

Built on: ClaudePineconeVercel AI SDKPostgresMCP

Common questions

Before you book the call.

What's a typical engagement length for Wānaka 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.

Has this actually shipped for a real Wānaka? +

Yes. New staff get to productive 3x faster – less senior-team interruption. We'll share comparable engagements on the call.

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.

Worth a conversation?

Even if you don't end up working with us, you'll leave the call knowing what's worth building.

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