How to assess AI security readiness in your organisation

Artificial intelligence is transforming how organisations work, innovate and compete. Whether you're deploying AI tools internally, adopting AI-enabled platforms or developing AI-powered products, the opportunities are significant. But so are the security considerations. 

In our previous blog, we looked at the importance of educating yourself and your employees on AI security threats and adoption best practice with the Learn pillar. But you also need a clear understanding of where you stand today.

That's where the Assess pillar of AI security readiness comes in. 

Why assessing AI matters 

Many organisations are eager to embrace AI, but few have a complete picture of the risks, controls and governance measures already in place. AI introduces new challenges around data protection, access management, compliance, model security and operational oversight. Without understanding your current position, it becomes difficult to make informed decisions about future investments and priorities. 

An AI security assessment provides a structured way to evaluate your readiness. It helps uncover strengths, identify gaps and establish a clear roadmap for secure AI adoption. 

Rather than slowing innovation, assessment enables organisations to move forward with confidence, knowing that security considerations are being addressed from the outset. 

Understanding your current AI structure 

Every organisation starts from a different point. 

Some are already using AI tools across multiple departments. Others are exploring AI use cases or planning to introduce AI capabilities into their products and services. Regardless of where you are on the journey, understanding your existing security posture is essential. 

A comprehensive internal assessment examines the policies, processes and technical controls that support AI usage across the business. It helps answer important questions such as: 

• Are existing security controls suitable for AI-related risks? 

• Is there appropriate governance around AI use and development? 

• How is sensitive data being managed within AI tools and platforms? 

• Are employees using AI securely and responsibly? 

• What security risks could impact future AI initiatives? 

The answers provide valuable insight into both immediate concerns and longer-term strategic priorities. 

Identifying gaps before they become risks 

As AI adoption accelerates, you’ll likely discover that existing security frameworks were not designed with AI in mind. 

Policies may not address AI-specific usage. Processes may lack governance around model development or third-party AI platforms. Technical controls may need strengthening to protect sensitive data and reduce exposure to emerging threats. 

An assessment helps identify these gaps early, allowing you to take proactive action before risks become incidents. 

This approach supports better decision-making, reduces uncertainty and ensures that AI initiatives are built on a strong security foundation. 

Prioritising what matters most 

One of the biggest challenges you might face is deciding where to focus your efforts. 

Not every risk carries the same level of impact, and not every organisation has the same requirements. A practical AI security assessment helps separate critical issues from lower-priority concerns, enabling teams to focus resources where they will have the greatest effect. 

Rather than generating a long list of theoretical risks, the goal is to provide clear, actionable recommendations tailored to your organisation's specific needs, objectives and AI ambitions. 

• Assess your current AI security posture 

• Identify gaps in policies, processes and technical controls 

• Understand risks associated with AI adoption and AI product development 

• Prioritise practical next steps based on business needs 

• Build confidence in future AI initiatives 

• Establish a stronger foundation for secure innovation 

Expert support for a clearer path forward 

Navigating AI security can be complex, particularly as technologies, regulations and threat landscapes continue to evolve. 

That’s why we’re working with our partner Cyber Security Specialists. Working with specialist assessment support gives you an independent view of your current readiness and future requirements. By understanding what's working well, what needs attention and where improvements will deliver the most value, businesses can create a practical roadmap for secure AI adoption. 

Cyber Security Specialists offer a full range of AI-based support including an AI Security Assessment, AI Secure Design Review, AI pen testing (going in and testing the security of something you’ve built like an LLM or Chatbot) and the governance side with alignment to GDPR and the EU AI Act. They can also help you through the ISO42001 certifications. 

Our partner, AppCheck, is also on hand to help with "securing" the behind the scenes, by checking the web apps and APIs. Their tools help you keep track of infrastructure to catch any shadow AI services or "forgotten" endpoints. This means you’ll combat any new vulnerabilities much quicker on a daily basis. 

Start with visibility 

Effective AI security doesn't begin with technology. It begins with understanding. 

By assessing your current level of AI security readiness, you gain the visibility needed to make informed decisions, reduce risk and support innovation with confidence. 

The clearer your starting point, the stronger your path towards secure and successful AI adoption becomes. 

Speak to an expert 

Explore AI security assessment in more detail. Fill in the form below to book a call with our cyber security expert, or a discussion with one of our partners - Cyber Security Specialists or AppCheck. 

Our next blog in the series is the Monitor pillar of AI security.