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Re-evaluating data management in the generative AI age

IBM Journey to AI blog

This requires traditional capabilities like encryption, anonymization and tokenization, but also creating capabilities to automatically classify data (sensitivity, taxonomy alignment) by using machine learning. Please see more on our following capabilities and reach out to me at gsbaird@us.ibm.com for any further questions.

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Build trust in banking with data lineage

IBM Journey to AI blog

This trust depends on an understanding of the data that inform risk models: where does it come from, where is it being used, and what are the ripple effects of a change? Moreover, banks must stay in compliance with industry regulations like BCBS 239, which focus on improving banks’ risk data aggregation and risk reporting capabilities.

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Turning hybrid cloud security into a profit center

IBM Journey to AI blog

To help prepare more workers for those vital roles, organizations need to invest in cybersecurity upskilling and AI and automation tools. Meanwhile, AI, machine learning and automation can process huge amounts of complex security data to predict or detect threats.

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IBM watsonx Platform: Compliance obligations to controls mapping

IBM Journey to AI blog

IBM watsonx™ can be used to automate the identification of regulatory obligations and map legal and regulatory requirements to a risk governance framework. A gen AI-powered conversational interface simplifies data discovery, augmentation and visualization without SQL proficiency requirements (currently in technology preview).

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IBM to help businesses scale AI workloads, for all data, anywhere

IBM Journey to AI blog

Through workload optimization an organization can reduce data warehouse costs by up to 50 percent by augmenting with this solution. [1] 1] It also offers built-in governance, automation and integrations with an organization’s existing databases and tools to simplify setup and user experience.

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The next generation of BI: Powered by IBM Granite foundation models

IBM Journey to AI blog

Renowned for its superior reporting capabilities, IBM Cognos offers an unparalleled level of depth and flexibility for organizations looking to extract valuable insights from their data. AI in Cognos automates many traditionally manual tasks. Automated metrics creation Even the task of creating metrics and KPIs is simplified.

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Why data governance is essential for enterprise AI

IBM Journey to AI blog

If you add in IBM data governance solutions, the top left will look a bit more like this: The data governance solution powered by IBM Knowledge Catalog offers several capabilities to help facilitate advanced data discovery, automated data quality and data protection.