John Gamble, Head of Data & AI at C5 Alliance reflects on what this means for businesses navigating AI governance.
Artificial intelligence has moved fast. In many organisations, experimentation with AI has raced ahead of formal governance, driven by compelling use cases and rapid advances in capability. With the EU AI Act becoming law in August 2026, that balance is beginning to shift
Rather than signalling the end of innovation, the Act marks a clear point of maturation. AI is no longer treated as a novelty or side‑project, but as a business capability that requires structure, oversight and accountability.
The EU AI Act introduces a risk‑based regulatory framework. Certain uses of AI that pose unacceptable risks to fundamental rights are prohibited outright. Beyond that, AI systems are categorised according to the level of risk they present - from high and limited risk through to minimal risk uses that remain largely unrestricted. Importantly, most AI systems are still permitted. What changes is the level of governance expected as risk increases.
For organisations, this reframes the conversation. The question is no longer “can we use AI?”, but “how do we demonstrate that we are using it responsibly?”. For higher‑risk applications, regulators expect evidence of oversight, transparency, human involvement and robust risk management. The emphasis is not on box‑ticking, but on credible, auditable governance.
This is where organisational maturity matters. Mature organisations prioritise the right AI use cases, apply guardrails proportionate to risk, improve data readiness and, critically, clarify ownership - of data, models, decisions and approvals. Governance becomes an enabler of safe and effective use, rather than a brake on progress.
Industry standards are starting to reflect this shift. ISO/IEC 42001, published in 2023, is the first certifiable management system standard focused specifically on AI. While it is not a response to the EU AI Act, it aligns closely with its intent. Rather than assessing the performance of individual models, the standard focuses on how AI is governed across its full lifecycle - from design and deployment through to monitoring and retirement.
For organisations operating in, or supplying into, the EU, this offers a practical way to demonstrate responsible AI use. ISO/IEC 42001 provides the “how” of structured AI governance, while the EU AI Act defines the regulatory “must”. Together, they reinforce the idea that AI should be treated with the same discipline as other core business capabilities, such as information security or service management.
Technology platforms are also evolving in response. Greater visibility, control and assurance over AI systems - including those created by end users - are becoming essential as AI adoption becomes more democratised within organisations.
The direction of travel is clear. The AI environment is maturing, and expectations around governance are rising. Businesses that recognise this early and invest in proportionate, credible governance, will be better placed to build trust, manage risk and innovate responsibly as AI becomes embedded in everyday operations.
If you’d like to discuss your AI governance options or any other aspect of your AI journey, please contact John Gamble at john.gamble@c5alliance.com
