Kiwi Dynamics
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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.

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A better AI tool for law firms, built around how you work.

Off-the-shelf software is built for the average law firm. We build a tool around how yours actually works, as a web, iOS and Android app, on our own post-trained models where they fit.

  • A first-pass contract reviewer

    Contracts checked against your own playbook, with unusual clauses and missing protections flagged for a lawyer, and every flag pointing to the exact wording.

  • A matter intake app

    New client enquiries captured with the facts and parties you need, conflict checks run and AML/CFT identity steps started before the first meeting.

  • A precedent and research assistant

    Your firm’s precedents and past advice searchable in plain language, with drafts started from the closest match rather than an old file.

Runs alongside the software you have today, like LEAP, Actionstep and Clio, or takes its place when that suits you better.

Talk to us about your tool How we build apps Software for law firms

Everything included,
nothing bolted on.

Every build starts with a fixed-scope conversation, no surprise line items after the fact.

  • Playbook-grounded contract review
  • Precedent and past-advice research
  • Standard letter and memo drafting
  • Matter intake and conflict checking
  • Disclosure and bundle preparation
  • Client update drafting
  • Billing narrative drafting from time entries
  • Document comparison and redline summaries

The build itself, not a proof of concept.

  • 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.

  • 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.

  • 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.

  • 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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FAQ

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.

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.

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.

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.

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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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