Semantic search (RAG) in Pukekohe.
AI search over your data - wired into a Pukekohe workflow, not bolted on the side.
Pukekohe growers supply vegetables to New Zealand's biggest market all year. We automate orders, packhouse rosters and grower compliance so the trucks leave on time.
Built differently, on purpose.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
What semantic search (RAG) actually does
Search that understands intent, not just keywords. With the right workflow automated, nine hours of admin a week could drop to about one.*
*Illustrative example only, based on 9 hours a week of admin falling to about 1 hour a week. Actual results vary by workflow and business.
How the work runs
We find the one workflow costing Pukekohe businesses the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
Small team.
Real systems.
Zero fluff.
What you get
The shape of the result for Pukekohe teams: Average search time drops from 6 minutes to 12 seconds.
- Indexes Drive, SharePoint, Notion, Slack, your CRM
- Returns answers with source links - no hallucinations
- Permissioned so staff only see what they should
- Re-indexes nightly so results stay fresh
- No shelfware or licences you do not use
- No AI theatre
From one-person trades to national organisations, we find the hours :)
The questions a public sector buyer asks, answered up front: privacy impact, the NZISM, where the data lives and how an algorithm is held to account.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
Business in Pukekohe.
Pukekohe is one of New Zealand's largest vegetable growing areas, supplying the country's biggest market all year round.
The Pukekohe Longkeeper onion is grown here and exported around the world. Auckland Anniversary Day falls on the Monday closest to 29 January.
Good questions, answered
How fast could we have semantic search (RAG) in production?
Eight to ten weeks for most Pukekohe 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.
Can you walk us through a comparable build?
Yes - on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Average search time drops from 6 minutes to 12 seconds.
What's the smallest engagement you'd take on?
A two-week paid discovery for Pukekohe businesses that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.
What does the Privacy Act 2020 mean for AI?
The same rules apply as for any system holding personal information. A breach that could cause serious harm must be reported to the Privacy Commissioner, who expects it within 72 hours.
Can it keep track of ACC levies?
Yes. ACC work levies are set by the classification unit your work falls under, and self-employed people are invoiced after filing their tax return.
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