The honest read on AI for program directors in NZ and Australia.
Every program directors team we've worked with has a different definition of "broken".
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.
0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).
Small crew or big organisation, the busywork is the same :)
Quotes with GST, consent paperwork, LBP records and health and safety logs: the admin every New Zealand trade business carries.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
What changes for program directors week to week
Program Directors sits within Media, Design & Content, one of the sectors we build production AI for.
- Draft and edit copy on brand
- Repurpose content across channels
- Research and outline fast
- Caption, summarise and tag media
What changes for Program Directors 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. 0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics
How Kiwi Dynamics works
We find the one workflow costing Program Directors the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
Straight answers
Who owns the code and the model setup?
You do, on delivery. We deploy AI into your own cloud account where possible, with the model setup, prompts, evals and integration code all checked into a repo you own. Draft and edit copy on brand sits in your account too - we don't operate it from ours.
How long does AI take to ship for Program Directors?
We aim for a working pilot inside 4-6 weeks - narrow scope, real Program Directors 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.
How do you price AI engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most Program Directors are surprised how small the first cheque is.
Do you work with Xero?
Yes. Xero is one of the systems we build around, and we connect to the other tools you already run rather than asking you to switch.
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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