AI that gives solar sales representatives and assessors their time back, not another dashboard.

Every solar sales representatives and assessors team we've worked with has a different definition of "broken".

0.03% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).

How the work runs

We find the one workflow costing Solar Sales Representatives and Assessors 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

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.

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

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.

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0.03% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) For Solar Sales Representatives and Assessors, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart. Kiwi Dynamics

What changes for solar sales representatives and assessors week to week

Solar Sales Representatives and Assessors sits within Sales & Retail, one of the sectors we build production AI for.

Answer product, stock and pricing questions
Respond to every enquiry instantly
Draft quotes and follow-ups
Qualify and route new leads

Built differently, on purpose.

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.

Good questions, answered

Will this run on our own infrastructure?

Yes, where it makes sense. AI can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Answer product, stock and pricing questions, Respond to every enquiry instantly, Draft quotes and follow-ups, Qualify and route new leads but the architecture supports your existing platform choices.

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.

Has this actually shipped for a real solar sales representatives and assessors team?

Yes. 0.03% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) We'll share comparable engagements on the call.

Does scheduling handle public holidays?

It should. New Zealand has 11 national public holidays, including Matariki, plus a regional anniversary day that depends on where your business is.

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.

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