Where is AI used in a law firm today?
In three layers, with very different risk. The outer layer is intake: the website, the first email, the appointment. The middle layer is research and drafting support, where a tool proposes and a lawyer disposes. The inner layer is advice, argument and anything filed, which is the attorney’s work and nobody else’s. Most of the value for a small or mid-sized South African firm is in the outer layer, and so is the least risk.
What does intake automation look like?
A prospective client finds the firm at 20:00. The chatbot on the website asks what the matter is about, how urgent it is and how to reach them, answers “do you handle labour disputes?” from the firm’s own pages, and books a consultation into the diary. The fee-earner arrives to a booked slot and a summary. That is the whole product, and it addresses the biggest measured leak: Harvard Business Review’s audit of 2,241 companies found only 37% responding to a web enquiry within an hour and 23% never responding, while the firms that did respond within the hour were nearly seven times as likely to qualify the lead 1.
The same layer includes the inbox. An email agent sorts the morning’s mail, answers the routine (“what documents do I need to bring?”), drafts replies for a person to approve, and escalates anything about an open matter to the attorney untouched.
| Layer | Examples | Who decides |
|---|---|---|
| Intake | Enquiries, booking, document requests, first email | The system, from the firm’s rules |
| Support | Summaries, first drafts, categorising mail, chasing invoices | A person approves |
| Practice | Advice, pleadings, opinions, negotiation | The attorney, only |
What about research tools?
They are assistants, not authorities. A general model will produce a confident citation that does not exist, which in a South African court is a professional embarrassment at best. A research tool is safe only when every authority it surfaces is checked against the reported case, and when the firm treats its output as a starting point. That discipline is the same one the profession already applies to a candidate attorney’s memo.
Is the profession adopting it?
McKinsey’s 2025 global survey found 88% of organisations using AI in at least one business function, up from 78% a year earlier 2. The pattern in professional services is consistent: adoption at the edges, where the work is administrative, and caution at the core, where the liability sits.
What are the POPIA rules for a firm’s AI?
The same as for its filing cabinet, applied to a chat window. POPIA has been fully in force since 1 July 2021; the Information Regulator can impose administrative fines of up to ten million rand, and failing to comply with an enforcement notice is an offence 3. The first fine, of five million rand, was issued in 2023 4. In practice: collect only what intake needs, never take an ID number or the facts of a matter in the chat, keep transcripts where the firm can delete them, and route anything about an existing client to a person.
Where should a firm start?
With intake, because it is where the hours are and where the risk is not. A website chatbot trained on the firm’s pages and intake questions, and an email agent for the inbox, are live in about 30 minutes, any time, any day, month to month. Neither gives advice, by design.
Questions people ask
Can the chatbot discuss an existing matter?
No. It is built to refuse and hand over to a person, because that conversation belongs to the attorney.
Will the email agent send replies on its own?
Only if you turn that on. It starts in draft mode: every reply waits in your dashboard for a one-click send until you trust it.
What does the email agent cost?
From R349 a month; the website chatbot from R299 a month plus R250 setup. Both are month to month.
Sources
- Oldroyd, McElheran & Elkington, “The Short Life of Online Sales Leads”, Harvard Business Review, March 2011 (audit of 2,241 US companies)
- McKinsey & Company, “The State of AI: Global Survey 2025” (1,993 respondents, 105 countries)
- Protection of Personal Information Act 4 of 2013, section 109 (administrative fines) — popia.co.za
- Bowmans, “Information Regulator issues first fine of ZAR 5 million under POPIA” (2023)
Where we do this
We build AI for law firms across South Africa. Pietermaritzburg, Bloemfontein and Sandton each have a page covering what is different about doing it there, down to the suburbs and the languages.