Acceldata, the market leader in enterprise data observability, is debuting its new, AI-first data management platform—Agentic Data Management (Agentic DM)—which is engineered to better prepare enterprises for their AI initiatives.
Agentic DM offers several capabilities that transform how enterprises govern, optimize, and operationalize data as they continue to invest in AI technologies, according to Acceldata. It comprises four major components: AI Agents, xLake Reasoning Engine, the Business Notebook, and Agent Studio.
Agentic DM’s AI Agents serve to drive greater comprehension of data context while detecting anomalies and executing corrective actions, either without human intervention or with a human in-the-loop. Its capacity to continuously learn from data patterns alleviates complexity, increases reliability, and further optimizes AI and analytics workloads in real time, according to Acceldata.
Agentic DM is fueled by the xLake Reasoning Engine, a powerful, scalable, AI-aware data processing engine designed to run anywhere, from hyperscalers to data clouds and on-prem environments. Capable of understanding the nuance of business context as it relates to data management with built-in ontologies, xLake is operable at exabyte scale—rivalling traditional data quality systems, data governance systems, data catalogs, and other observability tools, the company said.
The Business Notebook further drives data intelligence with its collaborative, notebook-style interface that allows teams to interact with data using natural language. With its interactive visualizations, contextual memory, continuous learning, decision recall, and decision explainability, the Business Notebook helps increase data management transparency and confidence in decision-making.
Finally, Agent Studio is a rich API offering teams the ability to build, deploy, and orchestrate AI agents and their workflows within the Agentic DM platform. Enabling users to orchestrate workflows with multiple agents at once, Agent Studio empowers the creation of custom, personalized automation to help meet businesses’ unique data needs.
“Data Management is witnessing its ChatGPT moment. For too long, enterprises have struggled with fragmented, inefficient, and reactive data operations—where teams spend more time firefighting issues than extracting value,” said Rohit Choudhary, founder and CEO of Acceldata. “Agentic Data Management eliminates this complexity by making data management autonomous, intelligent, and self-healing, all while ensuring reliability at scale. Now is the time for change as AI redefines how businesses operate, compete, and innovate. Organizations that fail to modernize their data management strategies will find themselves at a severe disadvantage in an AI-first economy.”
Acceldata Agentic DM is currently in private beta with several large enterprises. To learn more, please visit https://www.acceldata.io/.