Intelligence Model Governance (IMG)

For two reasons, machine learning is at the forefront of data governance problems. For starters, it's an artificial intelligence component that can be found in some of today's most cutting-edge, lucrative analytics applications. Its potential in this area is nearly unrivalled by other technologies.

Second, it is embedded in a variety of data governance processes that are critical to some of the discipline's key aims, thus it must be trustworthy and responsible. One of the issues in both cases is that "models and algorithms have biases in them by definition." In most situations, those biases are directly due to the models' training datasets.

Unlock the power of intelligent decision-making with Intelligence Model Governance (IMG). Our comprehensive framework revolutionizes how organizations control, manage, and govern the machine learning models throughout the development and deployment process.

With IMG, you'll gain access to a dedicated ML Model Governance framework that seamlessly integrates with popular governance solutions like Collibra and Model sources like MLflow. Finally, enjoy centralized control over your diverse ML Model types and environments, without the complexity.

Customization is key to effective model governance. IMG allows you to easily create custom ML Model metadata for various sources and repositories, ensuring accuracy and compliance every step of the way. Implementing a centralized ML Model governance system has never been easier. Our reusable model structure and metadata streamline the process, saving you time, effort, and resources.

Lorang Intelligence Model Governance will simplify your organization's model governance by utilizing Collibra processes, and model metadata is seamlessly synchronized between Collibra and Model Sources. This is a Unified Machine Learning Model Governance Platform for Multiple Model Lifecycle Management Frameworks, Model lifecycle framework (e.g., MLflow) and Collibra integration, acting as a bridge between the two systems Collibra automatically extracts model metadata from model sources and converts it to Governable Assets. Workflows in Collibra to regulate various stages of the ML Model life cycle (Development, Training, Testing, Deployment, Retirement, Performance Monitoring, and so on).

Say goodbye to the functional challenges that have been holding you back. With IMG, you'll have dedicated access to ML Model Governance frameworks and seamless integration with popular ML Model management tools Mlflow or other model sources with Collibra. No more disparate model types and environments adding complexity to your governance process.

Join forward-thinking organizations who are harnessing the power of IMG to enhance their decision-making processes. Take control of your models with ease and confidence. Experience the future of intelligent model governance with IMG today.

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