AI that gives interviewers, except eligibility and loan their time back, not another dashboard.
When interviewers, except eligibility and loan ask us what AI actually changes, 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?
How much is the admin really costing you?
Nine hours a week of admin is 468 hours a year. That could drop to about 52.*
*Illustrative, based on 9 hours a week of admin at a typical 80% automation rate. The calculator uses your own numbers.
0.06% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026).
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.
Not your typical AI agency.
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
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.
What changes for interviewers, except eligibility and loan week to week
Interviewers, Except Eligibility and Loan sits within Office & Administration, one of the sectors we build production AI for.
- Draft and answer routine email
- Move data between systems
- Schedule and chase follow-ups
- Generate documents from templates
What changes for Interviewers, Except Eligibility and Loan teams 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. 0.06% of all Claude.ai conversations map to this kind of work (Anthropic Economic Index, March 2026) Kiwi Dynamics
Questions interviewers, except eligibility and loan ask
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 Draft and answer routine email, Move data between systems, Schedule and chase follow-ups, Generate documents from templates but the architecture supports your existing platform choices.
When does AI actually pay back?
Inside the first quarter, in our experience. We pick the first slice specifically because it's the highest-leverage workflow for an interviewers, except eligibility and loan team - so the savings start landing before the rest of the build is finished.
How do you price AI 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 Interviewers, Except Eligibility and Loan teams are surprised how small the first cheque 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.
Do you work with Xero?
Yes. Xero is one of the systems we build around, and we connect to the other tools you already run rather than asking you to switch.
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