AI knowledge base in Taupō.

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

Twenty minutes on AI knowledge base – Taupō context

Quick call. We'll tell you what we'd build first, what we'd skip, and what it would cost.

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 Taupō 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 Taupō 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.

What changes for Taupō 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. New staff get to productive 3x faster – less senior-team interruption.

The Taupō context, plainly.

Hospitality, accommodation, adventure tourism, and trades supporting a building boom. AI helps the small-team operators look big.

We work with teams in

CBDAcacia BayKinlochTurangiWhakatane

What we build

AI knowledge base, tailored to Taupō businesses.

Built on: ClaudePineconeVercel AI SDKPostgresMCP

Common questions

Before you book the call.

How long does AI knowledge base take to ship for Taupō businesses? +

We aim for a working pilot inside 4-6 weeks – narrow scope, real Taupō 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 Taupō businesses? +

Direct case study: New staff get to productive 3x faster – less senior-team interruption. 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 knowledge base 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.

Ready to talk specifics?

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