AI Threats Are Evolving And So Must Our Audits: Why Surface-Level Compliance Won’t Cut It Anymore
How to Escape Zombie Compliance
Compliance and good governance are more than just ticking boxes and following rules. They require a deep understanding of the reasons behind the regulations and the benefits of adherence.
As organisations increasingly turn to automated compliance checks via APIs to streamline their processes, there is a significant risk of falling into what can be described as “zombie compliance”—a state where processes are ostensibly followed but lack real engagement or effectiveness.
What are Automated Compliance Checks?
Automated compliance checks are designed to detect and identify compliance violations efficiently and effectively. They aim to reduce the risk of non-compliance risks which could result in hefty penalties. These tools analyse data, create reports, provide compliance recommendations, and automate other compliance related tasks as required.
While automation can be a valuable tool, relying too heavily on it can lead to unsustainable compliance practices that fail to align with the true objectives of good governance.
Creating a Checkbox Mentality
When compliance becomes a routine exercise of running API checks, there is a risk that employees may lose sight of underlying principles and the importance of ethical behaviour. This can create a checkbox mentality—zombie compliance—that prioritises superficial compliance over genuine attention to vital and impactful details. Consequently, organisations might miss opportunities to identify risks, make proactive improvements, and nurture a culture of integrity.
The Unknown Can Go Unseen
Automated compliance checks can only detect known compliance violations. They are programmed to identify certain patterns and rules and cannot always detect when a new or unforeseen compliance issue occurs. This means compliance risks can fall between the cracks and go unnoticed, putting the organisation at risk.
Complexities of Compliance
Compliance language can be technical and complex and may not be accurately interpreted by automated compliance systems. This could lead to inaccurate results, false positives, preventable risks and a waste of organisational time and resources.
Creating a False Sense of Security
Over-reliance on automated checks can create a false sense of security—another facet of zombie compliance—where organisations trust these tools as foolproof, believing their business is fully compliant when in fact this may not be the case.
With compliance and regulations constantly evolving, it’s critical for organisations to stay alert to changes and ensure they are genuinely compliant.
Complacent Compliance
An overreliance on automated compliance checks may lead to complacency. Compliance is not a one off event, or something completed once a year during an annual audit. It should be integrated into day-to-day business operations. Businesses need to remain actively engaged to ensure ongoing conformity with legislation and regulations.
Overcoming Overreliance
One of the ways to overcome these pitfalls is to create a balance between automation and manual human oversight. Automated compliance checks should support, not replace, proper governance practices. Working together with compliance tools may be improved by:
- Regular training
- Ongoing risk assessments
- Strong internal controls
- Awareness of ongoing changes and updates to regulations
By focusing on the business outcomes of implementing good governance, organisations can build sustainable, resilient compliance practices that drive long term success.
Remember, compliance is not just about what you do, but why you do it. By focusing on the substantive outcomes of implementing good governance, organisations can avoid the pitfalls of zombie compliance and develop sustainable, resilient compliance practices that drive long-term success. Automated tools are valuable, but they must be part of a broader, actively managed compliance strategy to be truly effective.
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