Built for the parts of the climate change analysts job that eat a Tuesday.

Every climate change analysts team we've worked with has a different definition of "broken".

Life, Physical, and Social ScienceBuilt in New ZealandProduction AI, not slidewareHours back, not headcountLife, Physical, and Social ScienceBuilt in New ZealandProduction AI, not slidewareHours back, not headcountLife, Physical, and Social ScienceBuilt in New ZealandProduction AI, not slidewareHours back, not headcountLife, Physical, and Social ScienceBuilt in New ZealandProduction AI, not slidewareHours back, not headcount

An AI agency, minus the theatre.

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.

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 climate change analysts week to week

Climate Change Analysts sits within Science & Research, one of the sectors we build production AI for.

Summarise literature with citations
Clean and explore datasets
Draft methods and reports
Answer questions over your documents

Small crew or big organisation, the busywork is the same :)

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.

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

If we build the right slice first, Climate Change Analysts feel the difference inside the first month. 0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics

Already buried in admin? We'll sort the first workflow for you :)

Nine hours a week of admin is 468 hours a year. That could drop to about 52.*

With us

52 hrs

Without

468 hrs

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*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.

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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Straight answers

Has this actually shipped for a real climate change analysts team?

Yes. 0.02% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) We'll share comparable engagements on the call.

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.

What's a typical engagement length for Climate Change Analysts?

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.

What happens when the Holidays Act is replaced?

The Employment Leave Act 2026 replaces it on 6 August 2028. Until then payroll follows the current Holidays Act, so leave calculations need to handle today's rules and the changeover.

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