ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
Artificial Intelligence (AI) is becoming an inseparable part of our daily lives, enabling technologies such as virtual assistants like Siri and Alexa, recommendation algorithms on streaming services, facial recognition systems, and even medical diagnostics tools. These AI systems, from the algorithms determining credit scores in financial services to those guiding autonomous vehicles, are transforming industries and personal experiences. However, a significant concern is the trustworthiness of AI, particularly regarding fairness, safety, robustness, transparency, human oversight, data security, and privacy. Unlike conventional software, where the logic and decision-making processes are explicit and traceable, AI systems, particularly those based on Machine Learning (ML), learn and infer from data, may evolve over time, and are usually “black boxes”. These unique features make independent technical assessment and certification of AI systems a must-have to ensure safety and trust.
We provide a systematic and independent evaluation of your AI solution performed by a unique combination of experts in AI, safety and security and risk management.
AI ASSESSMENT & CERTIFICATION SCHEMA
Since 2022, CertX has been developing the most comprehensive assessment and certification schema to enable a structured evaluation of AI systems according to the relevant norms, standards, and regulations. CertX AI assessment and certification schema links the high-level objectives and requirements outlined by well-accepted international and national regulations and standards to actionable technical requirements and bridges them to the best AI practices. The schema is aligned with the NIST AI Risk Management Framework and the EU AI Act and will ensure trustworthy AI at all levels, from organizations to processes and products. If you are not sure where to start, we also offer comprehensive training courses on AI trustworthiness and compliance with the regulations through AI standards.
Process and Product Assessment & Certification
For safety-critical applications and products such as automotive, industrial machinery, industrial drones, medical devices, and other AI systems that fall under the high-risk category according to the EU AI Act, financial services, employment, and education, we offer evaluation services and certifications based on a wide range of ISO standards, including but not limited to:
- ISO/IEC 5259 – Data quality for analytics and machine learning
- ISO/IEC 5338 – AI system life cycle management
- ISO/IEC 4213 – Assessment of Machine Learning classification performance
- ISO/IEC 24029 – Assessment of the robustness of Neural Networks
- ISO/IEC 24027 – Bias in AI systems and AI-aided decision making
- ISO/IEC 8200 – Controllability of automated AI systems
- ISO/IEC 5469 – Functional safety and AI systems
- ISO/IEC 6254 – Objectives and approaches for explainability of ML models and AI systems
- ISO/IEC 12791 – Treatment of unwanted bias in classification and regression ML tasks
- ISO/IEC 25059 – Systems and software Quality Requirements and Evaluation (SQuaRE) — Quality model for AI systems
Quality Management System Audit and Certification
CertX audits the quality management system of the organization to ensure the quality and management compliance of the company for developing products using AI or machine learning techniques. Such audit is based on the state of the art and in accordance with the European directives and international standards:
- EU AI Act and NIST AI Risk Management Framework
- ISO/IEC 42001: 2023 Information Technology — Artificial intelligence — Management system
- ISO/IEC 38507: 2022 — Information Technology — Governance implications of the use of Artificial Intelligence by organizations
- ISO/IEC 23894:2023 Information Technology — Artificial intelligence — Guidance on Risk Management
- ISO/IEC 42005 Information Technology — Artificial intelligence —AI System Impact Assessment
Training and Preparation for AI Assessment, Audit, and Certification
If your organization is not yet ready for audit assessment and certification, we offer comprehensive training courses designed to prepare your team for the rigorous demands of safety-critical and high-risks applications and AI system management. Our training programs are tailored to meet the needs of various professional backgrounds and profiles, including engineers, scientists, and managers. These courses cover the essential standards and frameworks outlined in our Process and Product Assessment & Certification, as well as our Quality Management System Audit and Certification services.
CONTACT US
Submit the form to contact Arman Iranfar, Head of Artificial Intelligence at CertX.