AI demand forecasting for roofers.
AI sales + stock forecasting, built around how a roofing company actually works.
Measure-ups turned into quotes with GST shown correctly, and job photos filed for restricted building work records.
What AI demand forecasting actually does
Forecasts that account for school holidays, NZ weather, tourist seasons, and your own promo calendar. With the right workflow automated, nine hours of admin a week could drop to about one.*
*Illustrative example only, based on 9 hours a week of admin falling to about 1 hour a week. Actual results vary by workflow and business.
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.
Small team.
Real systems.
Zero fluff.
What AI demand forecasting covers
We'd call the engagement a success when roofing companies are using the system without thinking about us.
- Combines your sales history with weather, calendar, and event data
- Per-SKU and per-store forecasts, not whole-business averages
- Re-forecasts weekly as new data comes in
- Explains the why behind every number
- No AI theatre
- No shelfware or licences you do not use
How it works in New Zealand
We find the one workflow costing roofing companies the most hours, ship a working slice into production in weeks, prove it pays for itself, then harden it and hand it over.
An AI agency, minus the theatre.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Roofing companies need software built around their week, not against it.
Roofers quote off photos, chase weather windows, and juggle insurance jobs that all move at different speeds.
Fast, accurate quoting from a photo is the single biggest lever for a roofing business's close rate.
Questions roofing companies ask
How long does AI demand forecasting take to ship for roofing companies?
We aim for a working pilot inside 4-6 weeks - narrow scope, real roofing companies data, measurable outcome. From there it's another 6-8 weeks of hardening before you'd consider it production. Full rollouts (multiple sites, multiple teams) typically land in 3-4 months.
Has this actually shipped for a real roofing company?
Yes. Stockouts down 35%, overstock down 22% in the first season. We'll share comparable engagements on the call.
How do you price AI demand forecasting engagements?
Fixed-scope pilots first, then either project pricing or a small monthly retainer for the ongoing work. No long lock-ins, no 18-month black-box deals. Most roofing companies are surprised how small the first cheque is.
What happens when the Holidays Act is replaced?
The Employment Leave Act 2026 replaces it on 6 August 2028. Until then payroll follows the current Holidays Act, so leave calculations need to handle today's rules and the changeover.
Is our data kept in New Zealand?
Kiwi Dynamics hosts its own infrastructure in New Zealand, under New Zealand governance. If personal information ever has to go offshore, privacy principle 12 requires comparable protection.
Let's chat
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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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