Unmask the Black Box: XAI Strategy & Deployment
EU AI Act Art. 13 & GDPR Art. 22: SHAP/LIME Integration to Build Unquestionable Trust
Transparent AI
Service Description
We offer technical implementation and advisory services to help you develop and integrate tailored XAI strategies, implement technical solutions like SHAP and LIME, and create human-readable "AI Explainability Briefs" to ensure that AI-driven decisions can be understood and justified.
Regulatory Alignment & Compliance
This meets the transparency obligations of EU AI Act Article 13 (Transparency and provision of information to users) and Article 52 (Transparency obligations for certain AI systems) and the "right to explanation" under GDPR Articles 13-15 (Information to be provided where personal data are collected from the data subject/not obtained from the data subject) and Article 22 (Automated individual decision-making, including profiling).
Key Outcomes & Deliverables
Implemented technical XAI methods (e.g., LIME, SHAP) integrated into your AI systems, and the creation of "AI Explainability Briefs" that translate technical explanations into human-readable formats for various stakeholders.
Service Details
Category
Transparent AI
Industry Tags
Generic
Contribution Tags
System ArchitectureMLOpsAI Strategy
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