NEWS AND INSIGHTS
Law, Tech and AI in South Africa: Navigating AI’s Role in Legal Practice
A conversation sparked by uncertainty
01 April 2026
AUTHOR: CELINE BAKKER
The legal profession has always evolved, though rarely at the pace now being experienced.
A recent narrative circulating on LinkedIn gained notable traction wherein it was suggested that Y Combinator had encouraged founders to build AI-powered law firms to ultimately replace human advisory services. Whether or not the claim has substance is almost beside the point. Its rapid spread has brought into focus a question that South African lawyers are increasingly confronting in practice rather than theory: what role should artificial intelligence (“AI”) play in the delivery of legal services?
At first glance, the idea of “AI-native” law firms may seem overstated. Yet elements of this model are already becoming more and more visible in our day-to-day legal advice and service delivery. Legal service providers are experimenting with systems where artificial intelligence undertakes much of the drafting, research and document review – with practitioners maintaining responsibility for oversight and final sign-off. While this is not a vast departure from traditional practice it does signal a shift towards a leaner, increasingly technology-enabled way of working.
Understanding the shift: Production and Accountability
A useful way to understand this transformation within the industry is to separate legal work into two aspects: production and accountability.
– Production includes the routine, process-driven tasks that underpin much of legal practice. Drafting contracts, reviewing large volumes of documents and conducting research all fall into this category. These are precisely the areas where AI has begun to demonstrate real capability. Its ability to process information at speed and generate structured outputs offers clear efficiencies in both time and cost.
– Accountability, however, remains unchanged. Legal practitioners continue to carry responsibility for the advice they give and the work they sign off on. This includes ensuring accuracy, maintaining ethical standards and complying with regulatory obligations. AI may assist in producing legal work but it does not stand behind it. That responsibility is placed and must remain firmly upon the attorney making use of generative AI’s shoulders.
This distinction highlights both the promise and the limitation of AI in legal practice. While the production of legal work may become faster and more cost-effective, responsibility cannot be delegated.
The practical benefits of integration
The integration of AI into the industry’s workflow is already reshaping everyday practice. For many firms and in-house teams the shift is less about disruption and more about practical application.
There are clear advantages:
- AI reduces the time spent on repetitive tasks,
- supports greater consistency across outputs
- it allows for more predictable service delivery
- can ease cost pressures for clients.
- Importantly, it creates space for legal practitioners to focus on work that requires deeper engagement (including strategic advice and complex problem-solving).
For in-house legal teams, these tools offer an opportunity to manage workloads differently and bring more work internally. For smaller firms, they provide a way to compete more effectively in a market that increasingly values efficiency.
Risks that cannot be ignored
Alongside these benefits, as many an attorney or advocate may have experienced already, the adoption of AI raises important operational and professional considerations:
– Error: AI-generated outputs can produce convincing but incorrect results, particularly where tools are used without sufficient oversight or in complex matters. This makes careful review essential to avoid AI generated “hallucinations”.
– Confidentiality and data security: The use of AI tools requires a clear understanding of how client information is processed and protected. Ethical obligations, including duties of competence and supervision, remain central to the use of any technology in practice.
– Risk of over-reliance: Efficiency-gains can lead to reduced scrutiny if outputs are accepted without proper interrogation. In a profession built on accuracy and accountability this is not a risk that can be taken lightly.
A changing professional landscape within the South African context and redefining legal expertise
The above risks and benefits are particularly relevant in South Africa where the legal profession operates within established regulatory frameworks. Issues of professional liability and client protection are not easily displaced by technological advancement.
Unlike industries often cited in disruption narratives, law is not simply a commercial service. It is a regulated profession with obligations that extend beyond efficiency. These constraints are likely to shape how AI is adopted locally, guiding innovation rather than preventing it. The result is likely to be measured change rather than sudden upheaval.
What is emerging is a gradual transformation of the legal services environment: established firms are integrating AI into existing workflows, boutique practices are building technology-focused models and in-house teams are using AI to rethink how legal work is allocated.
At the same time there is a broader economic shift taking place. AI may not be eliminating the need for lawyers, but it is rapidly reshaping how legal work is distributed. Tasks that once formed the foundation of junior legal careers are now completed more quickly and often with fewer people.
This compression of junior work raises important questions about training and career development. For those entering the profession the challenge may lie in how experience is gained and how value is demonstrated in a changing environment.
Across these developments, a consistent theme is emerging. AI is not replacing legal expertise but redefining where its value lies.
As access to information becomes easier the differentiator is shifting. The ability to interpret, apply judgment and provide strategic insight is becoming more important than the ability to simply access or reproduce information.
In this context human judgment remains essential. AI systems are designed to produce plausible outputs catered to the person providing it with certain biased input and consequently does not necessarily verify the plausible output. This makes professional oversight not just important but indispensable.
Looking ahead: A profession augmented, not replaced
For South African lawyers the question is no longer whether to engage with AI but how to do so responsibly and effectively. This requires a balanced approach that embraces the efficiencies of technology while maintaining the standards that define the profession.
The legal sector appears to be at an inflection point. The focus now shifts to how AI will influence the economics, structure and delivery of legal services in the years ahead.
If approached informed and responsibly AI has the potential to strengthen rather than undermine legal practice. It can reduce the burden of routine work and allow practitioners to focus on the aspects of the profession that require insight and accountability.
The future of legal practice is unlikely to be defined by replacement. It will be shaped by augmentation: AI will become an increasingly valuable tool … but it will remain just that. The role of the attorney as advisor and accountable professional remains central.
The real opportunity for the South African legal community is to shape this transition in a way that preserves the integrity of the profession while making full use of the possibilities that technology presents.
There remains: only forwards.
Celine Bakker
Graduated from Stellenbosch University with a BA (law) majoring in German.
LLB degree at the Vrije Universiteit of Amsterdam, focusing on Tech and Artificial Intelligence Law.
Completing her LLB degree at the Vrije Universiteit Amsterdam, Celine has honed her expertise in this cutting-edge field, where technology intersects with the legal landscape with a focus on Tech and Artificial Intelligence Law.
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