CASE STUDY

A Joburg law firm put AI to work on first-pass POPIA reviews

Mokoena & Associates

Legal services

Johannesburg, Gauteng

Law office with bookshelves

The problem

First-pass POPIA compliance reviews were eating junior-lawyer hours on repetitive checks, slowing client turnaround.

At Mokoena & Associates, routine POPIA compliance reviews were quietly expensive — hours of junior-lawyer time spent on the same repetitive checks against a known policy library. The partners wanted speed without putting privileged client information anywhere it shouldn’t be.

How they kept it safe

The firm built a strict redaction step: client-identifying details are stripped before anything reaches an AI tool, which performs a first-pass review against the firm’s internal policy library. A qualified lawyer makes every final determination.

AI does the first read. A lawyer always does the last one. That line never moves.

Lerato Mokoena, Managing Partner

What this means

In regulated professions the winning pattern isn’t AI replacing judgement — it’s AI clearing the repetitive first pass so experts spend their time where it counts, behind a hard line on client confidentiality.

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The result

First-pass review time fell by roughly half, with lawyers focusing on judgement calls rather than routine checks.