Basic Workflows

The Seclea Platform streamlines the AI development process by offering an efficient and user-friendly way to manage and monitor your AI projects. Here, we present the basic workflows to help you get started with the Seclea Platform.

Workflow 1: Install Seclea AI and Integrate with Your AI Projects

1. Install the seclea-ai Python API: Install the seclea-ai package using PyPI by running pip install seclea-ai in your Python environment.

2. Import the API into your AI project: In your Python-based AI project, import the seclea-ai module with import seclea_ai.

3. Initialise the API: Set up the API by configuring the required credentials and project settings using the SecleaAI(projectname="Name of your Project", organization="Name of your organisation") function.

4. Integrate the API into your AI project: Utilize the various API functions to record your datasets, data transformations, and models as you develop your AI solution. For example, use seclea.upload_dataset() and seclea.training_run_split() to track the progress of your project.

Workflow 2: Using Seclea Web UI to Manage AI-Related Services

1. Sign in to the Seclea Web Portal: Access the Seclea Web Portal using your registered credentials.

2. Navigate to the dashboard: View an overview of your AI projects, including their status, performance, and compliance metrics.

3. Monitor AI projects: Select individual projects to gain deeper insights into their progress and access various monitoring features, such as tracking datasets and their transformations, model trainings, performance, bias, and explanations.

4. Manage AI regulatory compliance: Use the built-in compliance management tools to ensure your AI projects adhere to global AI regulations and industry standards.

5. Manage AI risk management: Leverage the platform's integration with globally recognised AI risk management frameworks from NIST and ISO to mitigate risk and ensure responsible AI development.

6. Access full provenance of AI projects: Review the complete history of your AI projects, including data transformations, model trainings, and performance metrics, to make data-driven decisions and optimise your AI solutions.

By following these basic workflows, you can efficiently manage and monitor your AI projects using the powerful features offered by the Seclea Platform, ensuring compliance, traceability, and accountability across your entire development process.