The rapid integration of artificial intelligence (AI), particularly generative AI, into Australia’s online gambling sector has prompted closer examination of how existing regulatory, legal and governance frameworks operate when applied to these new technologies.

The Australian Communications and Media Authority’s (ACMA) April 2026 report, AI and interactive gambling: sector developments report, represents the most detailed public examination to date of how licensed gambling providers are deploying AI across their operations. While the report is positioned as an evidence‑gathering exercise rather than a regulatory instrument or policy statement, it will inform the ACMA’s work and the potential implications for operators are significant.

Collectively, the findings point to an emerging regulatory inflection point: AI is no longer an operational enhancement; it is reshaping the legal risk profile of interactive gambling in Australia. This article examines the report and what it means for licensed operators from a legal and regulatory perspective.

Author: Ben Daley, Senior Associate / Daniel Lovecek, Principal

The expanding role of AI in wagering operations

The ACMA identifies four primary use cases through which licensed gambling providers are incorporating AI:

predictive analytics and odds setting;
personalised promotions and customer experiences;
content creation, design and new product features; and
detection of harmful and fraudulent gambling behaviour

While none of these developments are inherently novel, their scale, speed and sophistication have changed markedly. Predictive models now generate real‑time odds informed by live data feeds. Recommendation engines personalise homepages, markets and offers at an individual customer level. Generative AI is also increasingly used in marketing, interface design and customer interaction, including automated chatbots and virtual assistants.

From a commercial perspective, these tools are highly effective. From a regulatory perspective, they raise some complex questions.

Commercial optimisation versus consumer protection

A central theme emerging from the ACMA’s analysis is the dual‑use nature of AI systems.

On the one hand, AI tools have the ability to identify behavioural patterns and suspicious behaviours associated with gambling harm and/or fraudulent activity earlier and more accurately than traditional human‑led approaches. On the other, the same underlying datasets and models may direct users to unlicensed operators, provide guidance on bypassing age verification and self-exclusion schemes, or be used to increase betting frequency and extend time spent on platforms.

This tension is particularly acute in the context of AI‑driven personalisation. The ACMA notes concerns raised by regulators and researchers that highly personalised, data‑driven interventions—sometimes characterised as “hyper‑nudging”—may influence consumer decision‑making in ways individuals would not otherwise choose.

The relevance of this distinction should not be underestimated. Regulators will increasingly ask whether AI deployments genuinely prioritise harm minimisation or whether responsible gambling tools are secondary to commercial objectives. Operators should be able to demonstrate that their AI governance frameworks address both functions with appropriate rigour.

Harm detection and emerging duty‑of‑care expectations

Internationally, comparable capabilities are already embedded in law as part of broader duty of care frameworks. The United Kingdom, Sweden and Denmark all impose positive obligations on operators to identify and mitigate gambling harm, with compliance assessed by reference to the systems and controls deployed.

Against that backdrop, the continued expansion of AI‑based monitoring tools is likely to influence regulator expectations, even in the absence of immediate legislative reform. The ACMA report identifies a series of Australian developments accordingly, including the adoption of particular technologies and the delivery of AI specific training.

The legal risk, however, is not limited to failure to deploy such tools. There is a growing question as to whether deploying AI that identifies risk without meaningful intervention may itself expose operators to regulatory and reputational consequences.

What should licensed operators do now?

The ACMA report seems to be represent an early but deliberate step toward more active regulatory engagement. For operators, the prudent response is not to wait for prescriptive rules but to proactively assess whether their compliance frameworks adequately address each use case. In particular, operators should examine whether:

AI-driven personalisation systems interact appropriately with internal customer risk profiling and responsible gambling obligations;
AI chatbots and assistants are subject to documented oversight and testing; and
AI governance frameworks are capable of demonstrating to regulators that harm minimisation is genuinely embedded in commercial AI decisions, not added as an afterthought.

As AI continues to redefine what is possible in online gambling, the operators best placed to navigate the changing regulatory landscape will be those that can justify the commercial deployment of AI via robust corresponding compliance infrastructure.

Senet advises licensed wagering and gaming operators on the regulatory and compliance implications of AI adoption, including safer gambling obligations, ACMA compliance and AML/CTF frameworks. If you would like to discuss how these developments affect your organisation, please contact our team.

About Senet

Senet is a multidisciplinary Australian firm specialising in gambling and gaming law, regulatory compliance, and business advisory services. We are the largest specialist team in Australia and based in Victoria. Recognised globally as experts in our field, we understand Australia’s complex gaming legal and regulatory landscape, enabling us to guide clients through their compliance requirements across each state and territory. Our clients range from start-ups to publicly listed global operators, both nationally and internationally. Our team is deeply immersed in the industry, often sharing insights at public speaking events, and our principals have held executive roles in a global ASX-listed entity and a 'Big Four' advisory firm, giving us a unique perspective on the challenges our clients face.

If you have any questions or would like to discuss the topics covered in this article, please contact the team at Senet.

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