When an existing AI system needs a security review.
AI Security Audits
Examine the security of existing AI systems, agents, integrations and supporting infrastructure to identify vulnerabilities, excessive permissions and weaknesses in current controls. Audits consider areas such as access, authentication, data exposure, connected services, system boundaries and governance safeguards. Findings provide a clear view of identified risks and practical recommendations for strengthening the security of your AI environment.
What the work covers
Review AI systems regularly as permissions, integrations and threats change.
- Define the AI systems, data sources and connections within the audit.
- Review identity, authentication, permissions and information handling.
- Test relevant AI attack paths and excessive tool access.
- Examine logging, human oversight and governance evidence.
- Prioritise findings by exposure and business impact.
- Recommend remediation and a suitable timing for repeat review.
Check controls as systems change
A security audit checks whether an AI system still operates within its intended boundaries. Permissions, integrations, data sources and threats can change after deployment, so regular review helps reveal weaknesses that were not present at launch or have gone unnoticed in daily use.
Hamilton Lockhart examines the system's actual access and behaviour, tests relevant attack paths and reviews the controls intended to protect information and limit actions. Findings are prioritised by business impact and threat exposure, with practical work to strengthen protection against threat actors over time.
Audit focus
- Access, authentication and permissions across AI tools and users
- Data exposure, retrieval sources and connected services
- Prompt injection paths, excessive tool access and unsafe actions
- Logging, human oversight and governance safeguards
- Prioritised findings, remediation steps and repeat-review timing
What you get
An audit report showing security findings and prioritised recommendations.
- An assessment of AI access, data, tools and security boundaries
- A report of findings ranked by risk and business impact
- Remediation recommendations and a plan for follow-up review
Let’s talk about
your business.
Talk with Josh about your requirements for AI Security Audits.
See our AI services pricing guide for indicative starting prices. We agree the scope and quote with you before work begins.