Law firms · Applied AI

Law firms-grade AI content generation, shipped by people who've done it before.

Every law firm business we've worked with has a different definition of "broken". AI content generation only earns its keep when it solves the specific definition you'd give it on a bad day – which is why our first call is mostly listening.

What AI content generation actually does

A content engine trained on your voice, not generic SaaS-speak. Service pages, blog posts, social captions, and email sequences that sound like you wrote them at 2am – but didn't.

  • 01 Voice and tone trained on your past content
  • 02 Built-in NZ-specific spelling, terms, and slang
  • 03 Auto-publishes to your CMS, scheduled across channels
  • 04 You approve before anything goes live

Built on: Claude Vercel AI SDK Sanity Buffer Ghost

From the trenches

The shape of every law firm brief we've seen.

  • Law firms bill for judgement, but a huge share of the week still goes on intake, document review, and status updates.
  • New matter intake and routine client updates are the two places firms lose the most billable time to admin.
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How we build AI content generation for law firms.

We scope narrow, ship a working pilot, then harden it into production. The first slice is the highest-leverage workflow for a law firm business, so value lands before the build is finished. AI content engine.

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The outcome for law firms

The shape of the result for law firms: Publishes 4x more content per week without adding headcount. Built on Claude, hardened with the rest of the stack as it scales.

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

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

How much is not automating costing you?

Nine hours a week of admin is 468 hours a year. With Kiwi Dynamics, that drops to about 52.

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*Based on 9 hours a week of admin at Kiwi Dynamics' typical 80% automation rate. Your number may vary, the calculator uses your own.

Questions

FAQ

How quickly can we see something running?

Week three for a clickable internal demo against real data. Week six for a slice your team can actually use. We hold ourselves to those numbers because they're what stops a project drifting into "endless discovery".

What's the smallest engagement you'd take on?

A two-week paid discovery for law firms that aren't sure whether the build is worth doing at all. You get a one-page write-up of what we'd build, what we'd skip, and what it would cost. About 30% of those discoveries end with us recommending you don't proceed.

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. Publishes 4x more content per week without adding headcount.

What tools do you build AI content generation on?

For AI content generation we usually reach for Claude, Vercel AI SDK, Sanity, Buffer, Ghost. We're tool-agnostic at heart – we pick what your law firm team can actually run after we hand the build over, not what looks good on a vendor sticker.

One reply, one direction.

We don't run sequences or follow-up automation. One useful answer, one decision on your side.

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