AI for sheet metal workers who want fewer tabs open, not more.

Most sheet metal workers we talk to aren't short of software - they're short of an hour back in the day.

Construction and ExtractionBuilt in New ZealandProduction AI, not slidewareHours back, not headcountConstruction and ExtractionBuilt in New ZealandProduction AI, not slidewareHours back, not headcountConstruction and ExtractionBuilt in New ZealandProduction AI, not slidewareHours back, not headcountConstruction and ExtractionBuilt in New ZealandProduction AI, not slidewareHours back, not headcount

AI adoption in this role is still early - which is exactly where the edge is cheapest to win.

Start a conversation

Definitely not a typical AI agency.

Honest about what AI can and cannot do

Ships the one workflow that pays for itself

Hours given back, never the size of the invoice

Start a conversation

*Every engagement is scoped and quoted up front. Results vary by workflow and business.

How Kiwi Dynamics works

We find the one workflow costing Sheet Metal Workers the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.

To start, tell us about your week

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.

Start a conversation

*Illustrative example based on nine hours a week of admin. Actual results vary by workflow and business.

What changes for sheet metal workers week to week

Sheet Metal Workers 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.

Talk to us

The shape of the result for Sheet Metal Workers: AI adoption in this role is still early - which is exactly where the edge is cheapest to win Built on Quote and schedule faster, hardened with the rest of the stack as it scales. Kiwi Dynamics

Straight answers

Can you walk us through a comparable build?

Yes - on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. AI adoption in this role is still early - which is exactly where the edge is cheapest to win

What if our sheet metal workers 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.

How fast could we have AI in production?

Eight to ten weeks for most Sheet Metal Workers. 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.

Can it keep our building records in order?

Yes. Restricted building work must be done or supervised by a Licensed Building Practitioner, who provides a Record of Building Work, and AI can keep those filed per job.

Can reminders follow the new WoF rules?

They need to. From 1 November 2026 many light vehicles aged 4 to 14 years move to a WoF every two years, and new vehicles get their second WoF at 4 years.

Let's chat

Start

Contact us

Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.