HVAC companies · Applied AI

AI translation that fits a HVAC company's week, not the other way around.

When a HVAC company asks us about AI translation, the first question we put back is the same one every time: which part of your week, if it disappeared, would change how you feel on a Friday? We start the build from that answer.

What AI translation actually does

Reach more of Aotearoa. AI translation for te reo Māori, Samoan, Tongan, Mandarin, Hindi, and more – with cultural nuance, not Google-Translate stiffness.

  • 01 Te reo Māori with macron support and reviewed terminology
  • 02 Voice translation for support calls in real time
  • 03 Glossary-locked terms so brand language stays consistent
  • 04 Human-reviewer workflow for high-stakes content

Built on: Claude DeepL ElevenLabs Vercel

Field notes

What years of building for HVAC companies taught us.

  • Heating and cooling businesses run on seasonal call volume that spikes exactly when the team is already stretched.
  • Scheduling, callout triage, and maintenance reminders are what separate a booked-out HVAC business from a quiet one.
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How we build AI translation for HVAC companies.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a HVAC company business, so value lands before the build is finished. AI multilingual + te reo.

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The outcome for HVAC companies

What changes for HVAC companies 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. Expanded customer reach by 22% with multilingual support live.

Not your 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

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

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Kiwi Dynamics, that drops to about 52.

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*Based on 9 hours a week of admin at Kiwi Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

Questions

FAQ

When does AI translation actually pay back?

Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for a HVAC company – so the savings start landing before the rest of the build is finished.

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.

Do you have proof this works for HVAC companies?

Direct case study: Expanded customer reach by 22% with multilingual support live. Happy to walk you through full numbers on a call.

Will this run on our own infrastructure?

Yes, where it makes sense. AI translation can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, DeepL, ElevenLabs, Vercel but the architecture supports your existing platform choices.

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