Another big data trend that will grow

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The problem of tracking data lineage also remains a pressing issue. In 2024, blockchain will come to the rescue, predicts Yeshwant Mummaneni, principal cloud engineer at Altair. “As AI/ML models play a key role in making critical decisions, whether they are human-controlled or fully autonomous, model lineage/lineage becomes a critical aspect,” he says. “The underlying technology of blockchain, which provides immutability of records, digital identities, signatures, and verifications using cryptography, will become a key aspect of enterprise AI to ensure that models are authentic.”

like ice crystals on a cold winter night is synthetic data, says Spyros Potamitis, senior product manager for analytics at SAS. “Synthetic data will become more widespread as organizations face increasing argentina mobile database requirements and the sharing of sensitive data across borders becomes more complex,” he says. “Synthetic data can accurately capture the statistical properties of the original data source, helping to overcome regulatory barriers and unlock innovation for organizations.”

2024 will be the year that data governance “shifts left,” says ALTR CEO James Beacham. “Organisations will implement data governance and security measures earlier in the data journey, before cloud storage, which will not only protect sensitive information but also improve the overall quality of the data being collected,” he says. “With the rise of data privacy and security regulations, organisations that prioritise data governance and security early on will be better prepared to comply. They will be able to leverage the powerful data access controls and data security available in cloud storage and data lakes and extend them to data before it leaves the source.”