Too often, enterprises find that data is distributed across multiple silos on-premises and in the cloud. More than two-thirds of participants in ISG’s Market Lens Cloud Study are using a hybrid architecture involving both on-premises and cloud infrastructure for analytics and artificial intelligence deployments. Unifying data to achieve operational and analytic objectives requires complex data integration and management processes. Fulfilling these processes requires a smorgasbord of tools aimed...
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Topics:
AI,
Data Platforms,
AI and Machine Learning,
Generative AI,
Model Building and Large Language Models,
Data Intelligence,
Machine Learning Operations,
Analytics and Data
As I explained in our recent Buyers Guide for Data Platforms, the popularization of generative artificial intelligence (GenAI) has had a significant impact on the requirements for data platforms in the last 18 months. While there is an ongoing need for data platforms to support data warehousing workloads involving analytic reports and dashboards, there is increasing demand for analytic data platform providers to add dedicated functionality for data engineering, including the development,...
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Topics:
Analytics,
natural language processing,
Data Platforms,
AI and Machine Learning,
Generative AI,
Model Building and Large Language Models,
Machine Learning Operations
