Built for the parts of the foreign language and literature teachers, postsecondary job that eat a Tuesday.
Every foreign language and literature teachers, postsecondary team we've worked with has a different definition of "broken".
0.48% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).
The shape of the result for Foreign Language and Literature Teachers, Postsecondary teams: 0.48% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Built on Build lesson plans and resources, hardened with the rest of the stack as it scales. Kiwi Dynamics
How much is the admin really costing 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.
What changes for foreign language and literature teachers, postsecondary week to week
Foreign Language and Literature Teachers, Postsecondary sits within Education & Training, one of the sectors we build production AI for.
- Build lesson plans and resources
- Give students instant, cited help
- Mark and give feedback faster
- Turn one resource into many formats
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.
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.
Not your typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Good questions, answered
What's the realistic outcome for Foreign Language and Literature Teachers, Postsecondary teams?
0.48% 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.
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.
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 Build lesson plans and resources, Give students instant, cited help, Mark and give feedback faster, Turn one resource into many formats but the architecture supports your existing platform choices.
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.
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.
Let's chat
StartContact us
Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
Was this helpful?
Thanks, your comment is with our team.