Marlborough · Applied AI

For Blenheim operators who want a working pilot in weeks, not a year-long programme.

Most of our Blenheim 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 compliance monitoring is then designed against the detail, not the shape.

What AI compliance monitoring actually does

AI that watches your forms, calls, contracts, and emails for compliance risk – Health & Safety, Privacy Act, Fair Trading, FMA. Flags issues before regulators or lawyers find them.

  • 01 Reviews documents and recordings against your obligations
  • 02 Risk scoring with explanations a manager can act on
  • 03 Auto-redacts personal info in records you share externally
  • 04 Audit-ready logs for WorkSafe, FMA, or Privacy Commissioner

Built on: Claude Vercel Postgres AWS S3

Marlborough

Where Blenheim operators actually lose hours.

  • Marlborough is wine, aquaculture, and tourism – three industries running on tight margins where AI quickly pays for itself.
  • Vineyards, cellar doors, mussel farms, and a thriving cycle-trail tourism economy. AI here means forecasting the season and never missing a booking.

We work with teams across Blenheim: CBD · Renwick · Picton · Havelock · Seddon.

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How we build AI compliance monitoring for a Blenheim team.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for your Blenheim business, so value lands before the build is finished. AI compliance + audit.

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The outcome for Blenheim teams

What changes for Blenheim 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. Compliance review effort cut 70% with fewer escalations.

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

When does AI compliance monitoring actually pay back?

Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a Blenheim – so the savings start landing before the rest of the build is finished.

Do you do hourly billing or fixed price?

Fixed price for the pilot, every time. After that it's your call – fixed price per milestone or a small monthly retainer for ongoing iteration. We don't run open-ended T&M because it disincentivises us from finishing.

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. Compliance review effort cut 70% with fewer escalations.

Will this run on our own infrastructure?

Yes, where it makes sense. AI compliance monitoring can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, Vercel, Postgres, AWS S3 but the architecture supports your existing platform choices.

Skip the pitch.

Tell us the workflow and we'll come back with what we'd build first.

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