Seclea - Features and services
Seclea is an AI assurance platform that enables organisations to develop and deploy AI algorithms with confidence. The platform provides features such as AI fairness, transparency, explainability, accountability, risk management and regulatory compliance.
Through Seclea, organisations can ensure that their AI projects adhere to various regulatory frameworks and industry standards across different jurisdictions. The platform supports a range of compliance requirements, including the European Union's Artificial Intelligence Act (EU AIA), Canada's Artificial Intelligence and Data Act (AIDA), and the US Food and Drug Administration's (FDA) guidelines for AI-based Software as a Medical Device (SaMD).
With Seclea, users can confidently develop and deploy AI solutions in line with global best practices and maintain a strong commitment to responsible AI development.
The main features and services provided by the Seclea Platform include:
AI Fairness:
Seclea’s platform offers AI fairness services to ensure that the AI models implemented by organisations don’t discriminate against any particular group. By analysing the training data set, the platform can identify and mitigate biases that might lead to unfair AI models. For example, in hiring, the AI model can be trained on a diverse dataset to avoid biases in the hiring process.
AI Transparency:
Seclea platform’s AI transparency service aims to make AI models more transparent and understandable to stakeholders. By providing detailed documentation and visual aids for the models, the platform can help organisations ensure that their models are making decisions in a transparent and understandable manner. For example, in the healthcare industry, a transparency service could help doctors better understand the reasoning behind the decisions made by AI models.
AI Explainability:
Seclea’s AI explainability service aims to provide an explanation for the decisions made by AI models. By offering a clear understanding of how the models arrived at their decisions, stakeholders can better trust and understand the AI models. For example, in financial services, explainability services could help financial advisors better understand how AI models are making investment decisions.
AI Accountability:
Seclea’s AI accountability service aims to provide organisations with a clear audit trail of the AI models they are using. By tracking every step of the AI model’s development and deployment, the platform ensures accountability for the decisions made by the models. For example, in the legal industry, AI accountability services could help ensure that AI models are being used ethically and responsibly.
AI Risk Management:
Seclea’s AI risk management service aims to identify and mitigate potential risks associated with AI models. By analysing the potential risks associated with the AI model, the platform can help organizations ensure that their models are being used in a responsible and safe manner. For example, in the healthcare industry, risk management services could help doctors identify potential risks associated with AI models being used to diagnose patients.
AI Regulatory Compliance:
Seclea’s platform offers AI regulatory compliance services to ensure that organisations comply with the regulations related to AI models. By analyzing the relevant regulations and guidelines, the platform can help organisations ensure that their models meet the necessary standards. For example, in the financial industry, regulatory compliance services could help ensure that AI models comply with regulations related to data privacy and security.
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