When will the EU AI Act come into effect?

The AI Act will become fully applicable in 2026 (except for a few provisions) with a phased enforcement timeline that began on August 1, 2024. Various provisions came into effect after their effective date. Provisions on prohibited AI practices came into effect in February 2025, with various other obligations and chapters coming into effect gradually in 2025, 2026, and 2027.

Which AI systems are considered high-risk?

High-risk AI systems include any AI systems that pose significant impacts on health, safety, or fundamental rights. These include AI used in critical infrastructure, medical devices, law enforcement, recruitment, education, and financial services. Any providers or deployers of such systems must adhere to the requirements related to risk management, data governance, transparency, and human oversight.

How will the EU AI Act be enforced?

The newly created European AI Office will oversee the enforcement of the AI Act. This office will work with the various supervisory authorities in the EU member states and coordinate efforts related to compliance, audits, investigation of violations, and future recommendations.

What penalties exist for non-compliance?

Non-compliance with the AI Act can result in fines of up to €35 million or 7% of a company's annual turnover, whichever is higher. The penalties are tiered based on the severity of the violation. Violations of prohibited AI practices carry the highest penalties, while non-compliance with other obligations (such as those for high-risk systems) can result in fines up to €15 million or 3% of global turnover. Providing incorrect information to authorities carries the lowest penalties, up to €7.5 million or 1% of global turnover.

AI SPM stands for AI Security Posture Management. It is a framework that focuses on protecting AI systems, applications, pipelines, and resources across the AI lifecycle.

CSPM stands for Cloud Security Posture Management. It offers a set of tools, techniques, and best practices measures to secure cloud infrastructure by identifying and remediating cloud misconfigurations.

DSPM stands for Data Security Posture Management. It is a comprehensive framework that provides deep visibility into data and associated risks and mitigates these risks through automated policies and controls.

Are CSPM and AI-SPM both required for AI security governance?

Yes. Although AI SPM and CSPM are two distinct security strategies with different scopes, they work together to provide a comprehensive approach to cloud and AI security.

What role do visibility and control play in AI security posture management?

Visibility provides comprehensive insights into AI model inventories and related metadata, including entitlements, ownership, and data sources. This gives a head start to security teams to assess risks and automate appropriate controls.

What are shadow AI models, and how do they contribute to compliance violations and data exfiltration?

Shadow AI models, also known as unsanctioned AI models, tend to infiltrate business operations without IT's approval. Since these systems lack adequate control, they are vulnerable to risks such as the exposure of sensitive data, data exfiltration, and cross-border data transfers.

How can AI security posture management monitor and protect sensitive data in model outputs?

AI SPM capabilities, such as LLM firewalls, which are placed at every point of interaction, including prompts, responses, and retrievals, help prevent risks like sensitive data leakage, prompt injection attacks, and biased outputs.

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July 2, 2025

What is AI Security Posture Management (AI-SPM)?

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Manage and govern unstructured data to enable its safe use with generative AI

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