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The rise of AI - and the governance challenge
Artificial Intelligence (AI) is no longer a future concept; it is already embedded in the way organisations operate. From generative AI tools and automated decision-making systems to advanced analytics platforms, AI is being adopted rapidly across both government and private sectors. While this presents enormous opportunities for efficiency and innovation, it also introduces new layers of complexity around governance, accountability, and risk.
Recognising this, the Australian Government’s AI Adoption: Foundations guidance recommends that organisations maintain an AI Register. This register acts as a central record of all AI systems in use and forms a key part of responsible AI governance. As AI adoption continues to accelerate, having this level of visibility is becoming not just best practice, but an essential foundation for managing organisational risk.
What is an AI Register?
An AI Register is essentially a structured record, often maintained as a table or database, that documents all AI systems used within an organisation. It provides a consolidated view of where AI is being applied, why it is being used, and how it is governed. Rather than AI existing in isolated pockets across the business, the register brings everything together into a single, manageable framework.
A well-developed AI Register captures key characteristics of each system, outlines its business purpose and use cases, identifies accountable owners, and assigns an appropriate governance or risk level. This ensures that AI is not only visible, but also understood in the context of organisational objectives and compliance obligations.
Why an AI Register is critical
One of the most immediate benefits of an AI Register is visibility. In many organisations, AI tools are already in use without central oversight, often introduced at a team or individual level. This can result in fragmented knowledge, duplicated solutions, and unrecognised risks. By creating an AI Register, organisations gain a clear picture of all AI systems currently in operation, including those that may otherwise go unnoticed.
Beyond visibility, an AI Register plays a critical role in managing risk and supporting compliance. AI systems can introduce issues such as bias, lack of transparency, and data privacy concerns. Without a structured way to track and assess these systems, organisations may struggle to demonstrate appropriate governance. A centralised register helps address this by documenting risks, assigning accountability, and ensuring that governance controls are applied consistently.
An AI Register also supports better decision-making. When organisations understand what AI systems are already in place, they are in a stronger position to evaluate their effectiveness, identify opportunities for consolidation, and make informed choices about future investments. This reduces duplication and enables a more strategic approach to AI adoption. It also supports audit readiness and business continuity planning by providing a clear, centralised record of AI usage and dependencies.
The challenge of getting started
While the concept of an AI Register is relatively straightforward, developing one that is meaningful and aligned with government guidance can be challenging. Many organisations are unsure where to begin, particularly when it comes to identifying all AI systems in use. There is often inconsistency in how AI is defined, which can make it difficult to determine what should be included.
In addition, organisations may struggle to design a register that captures the right level of detail without becoming overly complex. Assessing risk levels, defining governance requirements, and assigning accountability can also require specialised knowledge that may not exist internally. As a result, what starts as a well-intentioned initiative can quickly become difficult to implement effectively.
How to establish an effective AI Register
FYB’s AI Register Development Service provides a practical, structured approach to helping organisations establish a fit-for-purpose AI Register aligned with Australian Government guidance. We work with you to identify AI systems across your organisation, design a register that captures the right governance information, and ensure it supports compliance, reporting, and decision-making.
Importantly, the focus is not just on creating a static register, but on embedding a sustainable approach that allows it to be maintained as AI usage evolves. This ensures your organisation gains ongoing visibility, strengthens governance, and is better positioned to adopt AI confidently into the future.
Get started
AI governance is quickly becoming a priority across all sectors. Establishing an AI Register is a practical first step toward managing risk, meeting expectations, and enabling responsible innovation.
If your organisation is looking to better understand and govern its use of AI, FYB can help you get started.
