Direct, manage, and monitor your organization’s AI activities
watsonx.governance
The more AI is embedded into daily workflows, the more you need proactive governanceÂ
watsonx.governance
As AI becomes increasingly integrated into everyday workflows, the necessity for proactive governance to guide responsible and ethical decision-making across the organization becomes paramount. watsonx.governance utilizes software automation to enhance your capacity to mitigate risks, meet regulatory obligations, and address ethical considerations, all without the need for extensive transitions in your data science platform, even for models created using third-party tools. By leveraging watsonx.governance, you can effectively navigate the complexities of AI governance while minimizing unnecessary costs.
Efficiently monitor, catalog, and govern AI models across their various locations at scale. Automate the capture of essential model metadata and enhance predictive accuracy to identify the usage of AI models and pinpoint areas where retraining is necessary. This comprehensive approach ensures effective oversight and management of AI models, enabling organizations to make informed decisions regarding model maintenance and optimization.
Streamline the automation of model facts and workflows to adhere to business standards and compliance requirements. Effortlessly identify, manage, monitor, and report on risks and compliance on a large scale. Utilize dynamic dashboards to deliver customizable results to stakeholders, fostering collaboration across multiple regions and geographies. This unified approach ensures seamless adherence to standards, facilitates efficient risk management, and promotes effective collaboration among teams operating in diverse locations.
Leverage automated policy translation to ensure compliance with external regulations, supporting adherence and facilitating audits. Enhance stakeholder engagement through persona-based dashboards and customized reporting, delivering valuable insights tailored to their specific needs. This streamlined approach not only enables efficient compliance management but also fosters effective collaboration and informed decision-making across the organization.
Benefits of watsonx.governance includes
watsonx.governance can streamline and expedite the process of model building on a large scale.
Automate and centralize various tools, applications, and platforms, all while meticulously documenting the source of datasets, models, relevant metadata, and pipelines.
Leverage protective measures and validation processes to facilitate the development of fair, transparent, and compliant models. These measures help ensure that your models adhere to ethical standards and regulatory requirements.
Additionally, automatically
Empower the creation of responsible, explainable, and high-quality AI models while seamlessly generating comprehensive documentation of model lineage and metadata.
Additionally, proactively monitor for fairness, bias, and drift to accurately identify instances that require model retraining.
Watsonx - FAQ's
IBM Watson is a suite of AI-powered tools and services that includes natural language processing, machine learning, and speech-to-text capabilities. IBM Watson X, on the other hand, is a platform that provides AI-powered solutions for businesses and developers.Â
While IBM Watson offers a range of pre-built models and APIs, IBM Watson X provides tools and services to build, deploy, and manage AI models and applications. IBM Watson X is also a cloud-based platform, which means that businesses and developers can access its services from anywhere in the world.Â
Yes, IBM Watson X is a cloud-based platform, which means that businesses and developers can access its services from anywhere in the world.
Yes, IBM Watson X can be integrated with other platforms and applications. It offers a range of APIs, that developers can use to integrate AI into their applications.
Watson X can benefit businesses of all sizes and across all industries. It can help businesses automate and streamline their operations, improve customer experiences, and gain insights from data.
Watson X is designed with security in mind and offers a range of security features to protect customer data. It also complies with a range of industry standards and regulations.Â
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