AI chatbots 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
AI chatbots that fits a accounting firm's week, not the other way around.
What AI chatbots actually does
Trained on your business, not Wikipedia. AI assistants that answer pricing, hours, availability, bookings – and escalate cleanly when the customer needs a human.
- 01 Trained on your documents, FAQs, and past tickets
- 02 Books appointments, takes deposits, qualifies leads
- 03 Live hand-off to a human when needed
- 04 Daily quality reports so you stay in control
Built on: Claude OpenAI Custom RAG pipelines
Without Kiwi Dynamics
With Kiwi Dynamics
Why accounting firms are different
Accounting firms run their businesses unlike anyone else.
- 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 chatbots 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 customer support.
Talk to usThe outcome for accounting firms
We'd call the engagement a success when accounting firms are using the system without thinking about us. Handles 60-70% of routine enquiries without human input.
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 chatbots 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.
Can you walk us through a comparable build?
Yes – on the first call we'll pick the closest engagement we've shipped to what you're describing and walk through the outcome, the headcount and the time it took. Handles 60-70% of routine enquiries without human input.
Will this run on our own infrastructure?
Yes, where it makes sense. AI chatbots can sit entirely in your cloud account, with model calls routed through endpoints you control. We default to Claude, OpenAI, Custom RAG pipelines but the architecture supports your existing platform choices.
Skip the pitch.
Tell us the workflow and we'll come back with what we'd build first.
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.