Seclea Platform provides audit tools so organisations can identify and trace any decision or model behaviour back to its root causes: individual human or machine actions or their intersections.
Perform in-depth reviews of your machine learning and deep learning models to ensure they meet your organisation’s requirements.
Examine the root cause of a decision or AI model behaviour and understand what went wrong, the problem’s scope, and its impact.
Trace back the responsibility to humans (data scientists, ML engineers) and machines (data, model design & training).
Reviewing machine learning and deep learning applications are critical before:
- Progressing an AI application from one lifecycle stage to the next, especially before application deployment, and
- Adopting an AI application developed by an external or third party.
Seclea ensures that your organisation has the necessary tools to review AI applications from inception to the current stage to minimise potential AI risks.
Investigate machine learning and deep learning applications’ particular behaviour and decisions. Trace it back to the root cause that cascaded over time to the current state of the AI model. The root cause can be humans’ actions (data scientists, machine learning engineers, AI project leads), machine artefacts (data, data providers, model training), or their interactions.
Seclea enables you to investigate an AI model and its decisions, leading to identifying the cause and potential solutions.
To promote responsible AI and ensure regulatory compliance, accountability of machine learning and deep learning applications is essential. AI accountability requires ownership of actions or choices and their impacts by any entity – whether human or machine.
Seclea Platform keeps track of individual actions, choices, and impacts throughout all stages of an AI life cycle, providing you with the AI applications’ provenance to investigate any aspect.
Why Seclea AI Audit and Accountability?
Seclea AI audit and accountability enable your organisation to conduct a detailed review and evaluation of an AI application. Whether the AI application is developed by your in-house team or acquired from an external or third party. Full review and evaluation are crucial to de-risk an AI application‘s deployment and ensure regulatory compliance.
How Does Seclea Works?
Why don’t you take Seclea Platform for a test drive?