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Acceldata

Agentic Data Management platform revolutionizing data observability, governance, optimization, and AI-driven operations across hybrid environments.

Published: 2025/12/18

Introduction

Acceldata offers an Agentic Data Management (ADM) platform designed to unify, analyze, and act on data across various silos. Key features include AI-powered agents for proactive monitoring, management, and optimization of data quality, governance, and performance. The platform incorporates capabilities such as planning, anomaly detection, observability, contextual memory, discovery, policy enforcement, and resolution.

Key Features:

  • AI Agents: Deeply understand data context, detect anomalies, and take corrective actions.
  • Real-Time Collaboration: Enables business and data teams to collaborate and accelerate outcomes.
  • xLake Reasoning Engine: An exabyte-scale, AI-aware data processing engine.
  • Business Notebook: Natural language interface with contextual memory for continuous learning and reasoning.
  • Agent Studio: Build and deploy custom AI agents.

Use Cases:

  • Data Quality Management: Continuously monitor and remediate data quality issues.
  • Data Lineage Tracking: Trace data flow across systems to uncover dependencies and root causes.
  • Data Profiling: Analyze datasets to surface distributions, anomalies, and structural insights.
  • Cost Optimization: Identify and eliminate wasteful spending on data infrastructure.
  • Cloud Migration: Ensure data reliability and performance during cloud transitions.

Alternatives

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  • Collibra

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  • Alation

    Alation provides an enterprise data catalog and data governance platform to improve data discovery, understanding, and trust.

  • Informatica

    Informatica offers a comprehensive suite of data management solutions, including data integration, data quality, and data governance, for hybrid and multi-cloud environments.

  • Talend

    Talend delivers data integration, data quality, and data governance capabilities to ensure healthy and accessible data across the enterprise.

  • Datadog

    Datadog provides extensive monitoring and observability for infrastructure, applications, and data pipelines, offering insights into data health and performance.

  • Bigeye

    Bigeye specializes in automated data observability and data quality monitoring, ensuring data reliability with minimal effort.

  • Atlan

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  • Databricks

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  • Snowflake

    Snowflake provides a powerful Data Cloud platform with built-in data governance, security, and performance optimization features for diverse data workloads.

User Reviews

4.4/5.0
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Pricing

Pricing Model: Subscription

PRO (Data Reliability)

For scaling companies and departments looking to improve data quality. When you want to improve results on critical data initiatives

Contact Sales

ENTERPRISE (Data Reliability)

For enterprises building a fully trusted data stack. When you want to get AI ready and transform your data operations

Contact Sales

PRO (Cost Optimization)

For scaling companies and departments looking to control cloud data costs. When you want to boost efficiency and avoid cost surprises

Start Free Trial

ENTERPRISE (Cost Optimization)

For enterprises building a FinOps solution. When you want to plan proactively and demonstrate business ROI for cloud data investments

Contact Sales

FAQ

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