European Commission AI Assessment Tools for EU AI Act Compliance
The European Commission and related stakeholders have introduced several tools to support organisations in complying with the EU AI Act. These tools help identify your obligations, assess the risk associated with your AI systems, and guide you through compliance requirements.
1. Purpose and Practical Use of EU Templates
The European Commission is releasing compliance templates and codes of practice designed to assist general-purpose AI providers and end users. These tools aim to support:
- Transparency in how training data is documented
- Ethical and responsible AI deployment
- Consistent implementation of oversight and safety mechanisms
The EU AI Act is designed around risk.

For marketers, these templates offer a useful baseline, especially for smaller teams without dedicated legal resources.
2. Risk Classification in Marketing Use Cases
AI applications in marketing and comms generally fall into lower or medium risk categories under the EU AI Act. Examples include:
- Chatbots and personalisation (low to medium risk)
- Automated decisions affecting individuals (potentially high risk)
The classification depends on data sensitivity and the potential impact on individuals’ rights.
3. Steps to Achieve Compliance
Marketers and communicators should focus on:
- Clear and honest communication about AI usage
- Internal documentation and audit trails
- Risk assessment and human oversight
- Aligning vendors and tools with transparency and data protection standards
4. Impact on Public Trust
Transparency and consistent ethical standards are essential to building and maintaining trust with audiences. This includes:
- Proactively sharing how AI is used
- Offering avenues for public feedback
- Having clear safeguards in place
Key Assessment Tools

1. EU AI Act Compliance Checker
- Purpose: An interactive tool to determine if your AI system falls under the EU AI Act and what obligations apply.
- How it Works: Guides users through questions about their AI system’s function and risk profile, offering a compliance status and recommended next steps.
- Target Audience: AI developers, businesses, and organisations, including SMEs and startups, operating within or interacting with the EU market.
2. General-Purpose AI (GPAI) Code of Practice
- Purpose: A voluntary compliance tool, developed by independent experts and endorsed by the Commission, offering practical guidance for providers of general-purpose AI models.
- Key Features:
- Practical guidance on transparency, copyright, safety, and security.
- Detailed templates and checklists to help align with AI Act obligations.
- Designed to showcase state-of-the-art practices.
- Application: Especially relevant for providers of general-purpose AI models, with special provisions for models carrying systemic risks.
3. Template for Training Data Transparency
- Purpose: Requires providers to publicly summarize the content and sources of data used to train AI models.
- Benefits: Enables transparency and supports the rights of data subjects under EU law.
4. SME Assessment Tool for AI Requirements
- Purpose: Developed in collaboration with the European DIGITAL SME Alliance and others, this structured tool helps SMEs and startups categorize the risk level of their AI systems and receive tailored compliance guidance.
- Content: A set of guided questions identifying risk level and compliance steps. Delivers a report with resources and advice for improvement.
5. Self-Assessment Tools
- Purpose: Online questionnaires for organisations to classify the risk level of their AI system (prohibited, high-risk, limited, or minimal risk) and receive custom recommendations for compliance.
- How it Helps: Simplifies the initial compliance process, especially for organisations without strong legal or technical backgrounds.
Additional Guidance and Resources
- Guidelines on GPAI Obligations: Clarifies which actors are responsible for complying with the AI Act in the context of complex AI value chains.
- Ongoing Updates: The Commission releases updates and encourages stakeholders to provide feedback to improve assessment tools.
Summary Table: Commission AI Assessment Tools
| Tool Name | Purpose & Features | Audience |
| EU AI Act Compliance Checker | Interactive compliance check, offers next steps | All organizations, SMEs |
| GPAI Code of Practice | Voluntary, guides compliance for general-purpose AI, detailed checklists | GPAI providers |
| Training Data Transparency Template | Standardizes disclosure of training data content/sources | GPAI & high-risk system providers |
| SME Assessment Tool | Guides SMEs through compliance, provides resource reports | SMEs, startups |
| Self-Assessment Questionnaires | Risk classification, tailored compliance recommendations | Any AI-developing organization |
How These Tools Help with EU AI Act Compliance
- Clarify Obligations: They help entities determine if, and how, the Act applies to them.
- Demystify Risk Categories: Clearly, identify if an AI system is banned, high-risk, limited-risk, or minimal-risk.
- Step-by-Step Guidance: Support organizations in fulfilling documentation, transparency, risk management, and ongoing monitoring requirements.
- Promote Transparency: Especially in areas involving general-purpose models and training data.
These resources are particularly crucial as the full application of the EU AI Act approaches, streamlining compliance and reducing administrative burden for organisations of all sizes.
About the Podcast Host
Joanne Sweeney is a specialist in public-sector marketing and digital communications. She’s the author of Public Sector Marketing Pro and the creator of the Professional Diploma in AI for Public Sector Marketing. With years of experience in training, consulting, and advocating for digital transformation, Joanne provides insight and guidance for government agencies navigating the digital landscape. She is also the host of the award-winning Public Sector Marketing Show podcast.
















