AI that gives license clerks their time back, not another dashboard.

When license clerks ask us what AI actually changes, the first question we put back is the same one every time: which part of your week, if it disappeared, would change how you feel on a Friday?

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Office and Administrative SupportBuilt in New ZealandProduction AI, not slidewareHours back, not headcountOffice and Administrative SupportBuilt in New ZealandProduction AI, not slidewareHours back, not headcountOffice and Administrative SupportBuilt in New ZealandProduction AI, not slidewareHours back, not headcountOffice and Administrative SupportBuilt in New ZealandProduction AI, not slidewareHours back, not headcount

How the work runs

We find the one workflow costing License Clerks the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.

To start, tell us about your week

0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).

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What changes for License Clerks 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. 0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics

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.

From one-person trades to national organisations, we find the hours :)

Quotes with GST, consent paperwork, LBP records and health and safety logs: the admin every New Zealand trade business carries.

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*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.

By the numbers

Canada's overall AI usage sits at 4.37x its expected level, with Singapore leading at 5.53x.

Adoption is already well ahead of the curve, and the edge goes to whoever turns it into a concrete workflow first.

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What changes for license clerks week to week

License Clerks sits within Office & Administration, one of the sectors we build production AI for.

Draft and answer routine email
Move data between systems
Schedule and chase follow-ups
Generate documents from templates

Good questions, answered

Do you have proof this works for License Clerks?

Direct case study: 0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Happy to walk you through full numbers on a call.

Will this run on our own infrastructure?

Yes, where it makes sense. AI can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Draft and answer routine email, Move data between systems, Schedule and chase follow-ups, Generate documents from templates but the architecture supports your existing platform choices.

When does AI 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 license clerks team - so the savings start landing before the rest of the build is finished.

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.

Can it remind us about the annual return?

Yes. Every company must file an annual return with the Companies Office each year, separate from its tax return.

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