AI testing & certification are crucial to ensure the reliable performance of AI systems, mitigate risks, and demonstrate ethical compliance. Thorough testing and inspection inspire confidence among users, stakeholders, and the public. Adherence to ethical guidelines, legal requirements, and industry regulations is essential for responsible AI usage. AI Testing & Certification provides documentation for audits, meets regulatory frameworks and standards, and supports legal defense.