AI that gives locomotive engineers their time back, not another dashboard.
Every locomotive engineers team we've worked with has a different definition of "broken".
AI adoption in this role is still early - which is exactly where the edge is cheapest to win.
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.
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.*
*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.
If we build the right slice first, Locomotive Engineers feel the difference inside the first month. AI adoption in this role is still early - which is exactly where the edge is cheapest to win Kiwi Dynamics
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.
What changes for locomotive engineers week to week
Locomotive Engineers 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
Built differently, on purpose.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Questions locomotive engineers ask
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.
Do you have proof this works for Locomotive Engineers?
Direct case study: AI adoption in this role is still early - which is exactly where the edge is cheapest to win Happy to walk you through full numbers on a call.
What's a typical engagement length for Locomotive Engineers?
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.
Does it keep up with KiwiSaver changes?
It has to. The minimum employer contribution rose to 3.5 per cent on 1 April 2026 and rises to 4 per cent on 1 April 2028.
Is our data kept in New Zealand?
Kiwi Dynamics hosts its own infrastructure in New Zealand, under New Zealand governance. If personal information ever has to go offshore, privacy principle 12 requires comparable protection.
Let's chat
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