Kiwi Dynamics

Legal

Give your associates back the hours lost to first-pass review

Law firms bill for judgment, not for reading the same clause pattern for the hundredth time. We build agents trained on your own playbooks and precedent library that handle first-pass review, drafting and research, so your fee earners spend their hours on advice instead of admin.

01

Contract review and triage

An agent that reads a contract on intake and produces a clause-by-clause flag list against your own playbook positions, ready for a solicitor to verify rather than discover from scratch.

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02

Legal research

Ask across your precedent library and past advice in plain English and get a sourced answer, so research that took an afternoon takes minutes.

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03

Drafting support

Standard letters, memos and first-draft clauses assembled from your templates and the matter file, ready for a fee earner to check and refine.

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04

Matter intake and conflict checks

New matter details captured and checked against your existing client and conflict records the moment an enquiry comes in.

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What it does

Capabilities

Why it holds up

Built on four things we don’t bend on.

Honesty

We tell you what AI can and cannot do, then we ship the part that pays for itself.

Craft

Production systems, not slideware. Built around how you actually work.

Speed

Find the one workflow costing the most, ship it to production, prove the return.

Care

Success is hours given back to people and dollars saved. Never the size of the invoice.

Questions

FAQ

Do we need our own playbook already written up?

Yes, in some form. The agent reads contracts on intake and produces a clause-by-clause flag list against your own playbook positions, so it needs your existing playbook or precedent library to be grounded in.

Does this replace a solicitor reviewing the contract?

No. It produces a flag list ready for a solicitor to verify rather than discover from scratch. The solicitor still checks and signs off, the agent just removes the first pass of reading.

How does legal research actually work?

You ask across your precedent library and past advice in plain English and get a sourced answer, so research that took an afternoon takes minutes instead.

What is the first thing you would build for a firm?

Usually contract review and triage, since first-pass review is the highest volume, most repetitive work. Drafting support and matter intake tend to follow once that is proven.

Get in touch

Talk to us about legal

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

First-pass review that used to eat an afternoon is done before lunch, and fee earners are verifying flags instead of hunting for them, freeing up billable hours for the advice that actually needs a lawyer.

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