AI demand forecasting for builders.
AI demand forecasting that fits a building company's week, not the other way around.
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.
Records of Building Work, photos and variations organised as the job runs, ready for the code compliance certificate.
Built differently, on purpose.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Knows the New Zealand rules.
Demand and cash flow forecasts from your own history, including the harvest, school holiday and public holiday swings your business actually has.
- 11 public holidays, plus yours
- Four school terms a year
- Restricted work needs an LBP
What we keep hearing from NZ building companies.
Builders run multiple sites at once, and the paperwork behind each one grows faster than anyone has time to manage.
Variations, supplier orders, and client updates are the admin layer that determines whether a build stays on schedule.
Stockouts down 35%, overstock down 22% in the first season. For building companies, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart. Kiwi Dynamics
How the work runs
We find the one workflow costing building companies the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
Good questions, answered
Can you work with our existing systems?
Yes. The default AI demand forecasting stack we reach for is Prophet, DuckDB, Claude, BigQuery, Vercel, but we'll bend it around whatever you already run - Xero, HubSpot, Shopify, Cin7, your own in-house apps. The discovery week maps every data source before any build starts.
Are there hidden costs we should plan for?
Three to know about: model/API spend (which we set up under your own account, not ours, so you see and control it), any new SaaS subscriptions we recommend, and your team's time during rollout. We surface all three in the quote so there are no surprises.
What's the realistic outcome for building companies?
Stockouts down 35%, overstock down 22% in the first season. We don't promise tenfold lifts because we don't see them outside of marketing decks.
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.
Talk to us about AI demand forecasting
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Tell us what you're trying to do and we'll reply with how we'd build it, no obligation.
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