Acceldata has launched xFactory, a private AI software factory designed to help enterprises build, test and deploy AI agents, applications and analytics across hybrid environments while keeping data in its existing locations. Built on the xLake Data & AI platform, xFactory brings on-premises, cloud, sovereign and edge data into a unified estate and provides governed access and compute without requiring regulated data to be consolidated or moved. The solution aims to solve the difficulties with the existing enterprise AI stack, where organizations need to develop their catalogs, data quality tools, governance and orchestration independently. xFactory is an AI stack that enables an organization to have a single governed layer to build its AI workloads on the basis of regular business needs, with more than 100 predefined integrations across databases, CRM, ERP, ITSM and collaboration solutions.
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xFactory also integrates with open engines such as Apache Spark, Trino, Apache Kafka, Hadoop family, along with Snowflake and Databricks. “For years, enterprises faced a false choice: move fast with AI, or stay in control of their data. You could not have both. xFactory ends that tradeoff. Enterprises build agents, applications and analytics on their own governed data, where it lives, at the speed AI now moves,” said Rohit Choudhary, Founder and CEO, Acceldata. The platform also supports private AI deployments with multiple interchangeable AI models across hybrid infrastructure.