Acceldata, a leader in enterprise data observability, has introduced Agentic Data Management (Agentic DM), the first AI-driven data management platform designed to transform how businesses govern, optimize, and operationalize data for AI-driven initiatives.
Revolutionizing Data Management with AI
For years, enterprises have struggled with inefficient, fragmented data operations that demand constant troubleshooting instead of value extraction. According to Rohit Choudhary, founder and CEO of Acceldata, Agentic DM changes this by making data management autonomous, intelligent, and self-healing. He emphasizes that as AI reshapes industries, organizations must modernize their data strategies or risk falling behind in an AI-first economy.
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Key Capabilities of Acceldata Agentic DM
AI Agents for Proactive Data Management
Agentic DM leverages AI-powered agents to analyze data context, identify anomalies, and take corrective actions—either autonomously or with human oversight. These AI agents continuously learn from data patterns, optimizing AI and analytics workloads in real time. This proactive approach ensures data reliability while minimizing disruptions.
xLake Reasoning Engine: A Smarter Data Processing Core
At the heart of Agentic DM lies xLake, a scalable, AI-powered data processing engine that operates across cloud platforms, on-premises environments, and hyperscalers. Unlike traditional data governance and observability tools, xLake integrates business ontologies to deeply understand enterprise data, enabling intelligent management at an exabyte scale.
Business Notebook: AI-Powered Collaboration
The Business Notebook is an innovative, interactive interface that allows teams to interact with data using natural language. It continuously learns from user interactions, remembers past decisions, and explains its reasoning, making AI-driven data management more transparent. With intuitive visualizations, teams can transform complex data into actionable insights.
Agent Studio: Custom AI Automation
Organizations can create and deploy their own AI agents through Agent Studio, which offers a rich API and workflow automation tools. This enables businesses to customize AI-powered automation for their unique data management needs, allowing for scalable, AI-driven data operations.
Private Beta and Enterprise Adoption
Agentic DM is currently in private beta with major enterprises. The platform launches with over ten AI Agents, including Data Quality, Profiling, Anomaly Detection, Data Drift, Cost, and Query Optimization. Early beta participants will provide valuable feedback to refine the platform further. Enterprises interested in joining the private beta can apply now.
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Introducing Autonomous 25: The AI-Era Data Management Conference
Acceldata is also launching Autonomous 25, a premier industry conference focused on AI-powered data management. Scheduled for May 20, 2025, at The Pearl in San Francisco, this invite-only event will bring together data leaders, AI pioneers, and industry innovators to explore AI-driven operational strategies and best practices. Attendees will gain insights from expert keynotes, interactive sessions, and real-world case studies on the evolving role of AI in enterprise data management.
FAQs
1. What is Agentic Data Management (Agentic DM)?
Agentic DM is an AI-powered data management platform developed by Acceldata. It automates and optimizes data operations, ensuring reliability, scalability, and efficiency for AI-driven enterprises.
2. How does xLake improve data processing?
xLake is an advanced AI-aware data processing engine that surpasses traditional data quality and governance tools. It enables enterprises to manage data more efficiently by understanding business contexts and operating seamlessly across cloud and on-premises environments.
3. How can businesses participate in the Agentic DM private beta?
Enterprises interested in early access to Agentic DM can apply for the private beta program. Beta participants will gain exclusive insights, provide feedback, and influence the platform’s development.
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