Built for the parts of the robotics engineers job that eat a Tuesday.
When robotics engineers 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?
What changes for robotics engineers week to week
Robotics Engineers sits within Architecture & Engineering, one of the sectors we build production AI for.
- Draft specs and documentation
- Check standards and compliance
- Summarise reports and drawings
- Speed up calculations and reviews
0.09% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).
How the work runs
We find the one workflow costing Robotics Engineers the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
From one-person trades to national organisations, we find the hours :)
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.
*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.
We'd call the engagement a success when Robotics Engineers are using the system without thinking about us. 0.09% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics
Not your typical AI agency.
*Every engagement is scoped and quoted up front. 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.
Good questions, answered
What's a typical engagement length for Robotics 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.
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.
What's the realistic outcome for Robotics Engineers?
0.09% 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.
Can you work to the NZISM?
The NZISM is the government's information security manual and is written for vendors serving agencies as well as the agencies themselves, so government-adjacent work should be built to it.
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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