Natural language and speech recognition in Nelson.

Speech recognition trained on American English mangles New Zealand place names, which is exactly the field a booking depends on.

Start a conversation

Australasia's biggest fishing portLanguage understanding and speechBuilt in New ZealandProduction AI, not slidewareWorking across Nelson-TasmanAustralasia's biggest fishing portLanguage understanding and speechBuilt in New ZealandProduction AI, not slidewareWorking across Nelson-TasmanAustralasia's biggest fishing portLanguage understanding and speechBuilt in New ZealandProduction AI, not slidewareWorking across Nelson-TasmanAustralasia's biggest fishing portLanguage understanding and speechBuilt in New ZealandProduction AI, not slidewareWorking across Nelson-Tasman

Seafood, forestry and horticulture move through Nelson every day. We build AI that handles the shipping paperwork, compliance records and invoicing that follow them.

Start a conversation

How Kiwi Dynamics works

We find the one workflow costing Nelson businesses 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.

Start a conversation

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

What natural language and speech recognition means here

Understanding what people actually said, and what they meant. Call transcription, voice agents that answer the phone, and language models that read the free text nobody has time to read.

Call recording, transcription and summary straight into your CRM
Voice agents that handle after hours calls and book real jobs
Free text triage: enquiries, complaints and forms sorted on arrival
Accent and te reo aware handling rather than a US default

What Nelson runs on.

Nelson Tasman has the fastest growing blue economy in the country, and Nelson is home to Australasia's biggest fishing port.

Sealord, Talley's and NZ King Salmon all operate from the region. Nelson Anniversary Day falls on on or near 1 February.

Talk to us about Nelson

Definitely not a 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

Start a conversation

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

Good questions, answered

Is this a talk or a build?

Both, depending on what you need. We speak on natural language and speech recognition, and we build the systems behind it. The advice is the same either way, and it is free of charge until there is a scope to quote.

Do you actually work on natural language and speech recognition?

Understanding what people actually said, and what they meant. Call transcription, voice agents that answer the phone, and language models that read the free text nobody has time to read.

What does this look like for a Nelson business?

Nelson is creative, outdoorsy, and full of clever small businesses - AI here is about giving owner-operators their evenings back. We scope one workflow, ship it to production, and prove the return before expanding.

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.

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.

Get started in 5 minutes

Start

Contact us

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