In the year 2023, IBM introduced watsonx, an AI platform designed to empower organizational users to train and customize various models to create generative AI for their businesses. This platform simplifies model development and deployment, allowing users to create and customize models to stay competitive in the business landscape.
IBM Watsonx is a platform for developing generative AI that blends two techniques:
1. Generative AI: Acts like an AI artist capable of creating new things on its own, such as writing text, composing music, drawing, or even coding.
2. Machine Learning: Functions like an AI student learning from vast amounts of data, gradually improving its skills and abilities.
Imagine Watsonx as a unified brain with both creative thinking and vast knowledge, capable of learning from diverse data and using that knowledge to innovate, helping organizations refine operations, enhance accuracy, and craft strategic business approaches to meet business demands. This collaborative approach across all Watsonx modules transforms how users perceive generative AI in the business sector, offering a platform for creating Generative AI tailored to specific business needs.
Watsonx.AI is an AI platform enabling organizations to create and customize Generative AI to suit their business needs, blending traditional machine learning techniques with new generative AI capabilities. It provides flexibility in using various models, such as the Foundation Model Library, allowing fine-tuning and deployment on the Watsonx platform, enabling organizations to utilize models suited to their business (Bring your own model).
Watsonx.Data, a core component of the IBM Watsonx platform, stores data on a Data Lakehouse architecture, enabling organizations to store and utilize data hybridly in structured and unstructured formats. Stored data is in object storage format, reducing costs and facilitating rapid data retrieval using Presto and Spark for querying various data formats quickly. It supports data management and preparation for organizations, enhancing generative AI speed and accuracy in data retrieval.
Watsonx.Governance aids in managing and controlling Generative AI operations within organizations transparently and reliably. It assesses and tracks model performance in terms of accuracy, drift, and bias. It offers risk management and regulatory compliance tools tailored to each organization’s conditions, with dashboards reporting risk and model performance, improving Generative AI transparency and reliability within organizations.
With IBM Watsonx’s platform, organizations can create and utilize Generative AI tailored to business needs, supporting cloud and on-premises usage. The emphasis on secure data management, privacy, and ethical AI control ensures transparent and trustworthy decision-making, driving efficient achievement of business goals.
For more information, contact Computer Union Limited at 02 311 6881 #7156,7158 or email cu_mkt@cu.co.th.
Written by Anuwat Chamanavech
Presales Software Specialist
Computer Union Limited
TLDR: IBM’s Watsonx platform revolutionizes Generative AI development for businesses, offering flexibility, efficiency, and transparency in model creation and deployment. Contact Computer Union Limited for more information.
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