AI lead qualification is overhyped at the macro level and underused at the workflow level. For a NZ accounting firm, that gap is where the actual ROI lives – and where most of our work happens.
Accounting firms · Applied AI
The version of AI lead qualification that accounting firms still use a year after launch.
What AI lead qualification actually does
Every form-fill, every missed call, every Instagram DM – scored, enriched, and routed within minutes. Your team only sees leads that match your ideal customer.
- 01 Auto-enriches with NZBN, company size, and history
- 02 Scores using your past won/lost deals as training data
- 03 Hot leads get SMS-routed to the right rep instantly
- 04 Cold leads enter nurture, not the bin
Built on: Claude HubSpot NZBN API Twilio Vercel
Without Kiwi Dynamics
With Kiwi Dynamics
Field notes
What years of building for accounting firms taught us.
- Accounting firms carry seasonal peaks where document chasing and data entry crowd out the advisory work that actually pays.
- Client document requests, reconciliations, and deadline reminders are the repetitive load behind every busy season.
How we build AI lead qualification for accounting firms.
We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a accounting firm business, so value lands before the build is finished. AI scores your leads.
Talk to usThe outcome for accounting firms
Sales reps spend 70% less time on dead-end conversations. For accounting firms, that almost always shows up as fewer interruptions and a calmer week, not a dashboard chart.
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
*Every engagement is scoped and quoted up front. Results vary by workflow and business.
Questions
FAQ
When does AI lead qualification 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 accounting firm – 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 accounting firms?
Direct case study: Sales reps spend 70% less time on dead-end conversations. Happy to walk you through full numbers on a call.
Will this run on our own infrastructure?
Yes, where it makes sense. AI lead qualification can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, HubSpot, NZBN API, Twilio, Vercel but the architecture supports your existing platform choices.
Get in touch
Talk to us about this
Tell us what you're trying to do and we'll reply with how we'd build it — no obligation.