Seclea Platform provides a comprehensive collection of bias detection and mitigation tools, simplifying the critical assessments that data scientists and engineers must perform before using a dataset. This ensures that machine learning models are built with high-quality data, resulting in optimum performance and reliability.
This provides a complete picture of what actions were taken by each person involved, giving full visibility of all actions taken during the development and deployment of an AI application. This increases transparency and stakeholder confidence in the application while also enabling effective auditing, compliance, and project reporting.
Seclea is unique in that it enables full transparency of your ML model. Concerned stakeholders can examine the model evolution and important factors that led to a particular decision. Seclea also enables data scientists, engineers and project managers to tailor explanations to each stakeholder’s requirements. This helps to improve their understanding and allows them to gain confidence in the AI application.
Seclea enables data scientists, engineers and project managers to either select from pre-existing compliance checklist, define their own bespoke checklist or pick and choose checklist items from Seclea’s library. Data scientists, engineers, project managers and internal/external compliance managers can monitor the projects performance related to each checklist item.
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