Built for the parts of the air traffic controllers job that eat a Tuesday.
When air traffic controllers 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?
How Kiwi Dynamics works
We find the one workflow costing Air Traffic Controllers the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).
Definitely not a typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
If we build the right slice first, Air Traffic Controllers feel the difference inside the first month. 0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics
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.
What changes for air traffic controllers week to week
Air Traffic Controllers sits within Transport & Logistics, one of the sectors we build production AI for.
- Answer status and booking questions
- Automate dispatch updates
- Draft and route paperwork
- Summarise logs and reports
On the tools or running at scale, the admin still eats the week :)
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.
Good questions, answered
What's the realistic outcome for Air Traffic Controllers?
0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) We don't promise tenfold lifts because we don't see them outside of marketing decks.
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 Answer status and booking questions, Automate dispatch updates, Draft and route paperwork, Summarise logs and reports but the architecture supports your existing platform choices.
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 Air Traffic Controllers are surprised how small the first cheque is.
Can it help with health and safety records?
It can keep them organised. A business must notify WorkSafe of notifiable events and keep those records for at least five years.
Can AI help with payday filing?
It can prepare it. Employers file employment information every payday, within 2 working days when filing electronically, and automation can have it ready for a person to check.
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