AI for glaziers who want fewer tabs open, not more.
There's a version of "AI for glaziers" that gets bought off a shelf and quietly stops getting used inside a month.
0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).
How it works in New Zealand
We find the one workflow costing Glaziers the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
What changes for Glaziers 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
From one-person trades to national organisations, we find the hours :)
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.
Definitely not a typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
What changes for glaziers week to week
Glaziers sits within Construction, one of the sectors we build production AI for.
- Quote and schedule faster
- Draft variations and site reports
- Answer enquiries after hours
- Cut admin and H&S paperwork
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.
Straight answers
How fast could we have AI in production?
Eight to ten weeks for most Glaziers. Faster if your data is in good shape and slower if we're untangling a legacy integration first. We'll give you a realistic number on the scoping call rather than the optimistic one.
What if our glaziers team doesn't have any data ready?
Most don't. Getting the data into shape - ingestion, cleaning, the lightweight contracts you need before any model is useful - is part of the engagement. For AI specifically, we typically run that work on Quote and schedule faster, Draft variations and site reports, Answer enquiries after hours, Cut admin and H&S paperwork and assume messy starting conditions from day one.
Has this actually shipped for a real glaziers team?
Yes. 0.01% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) We'll share comparable engagements on the call.
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.
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.
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.