LogoAI Jet
icon of Acceldata

Acceldata

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

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.

Latest News

Meet Acceldata’s New Agentic Data Management Platform

Meet Acceldata’s New Agentic Data Management Platform

8/4/2026

Meet Acceldata’s New Agentic Data Management Platform Explore the future of AI-Native Data Management at Autonomous 26 | May 19 --> Save your spot Announcing our European expansion to help enterprises scale AI with data sovereignty. Read the news → Explore the future of AI-Native Data Management ...

Version 26.4.x — Acceldata

Version 26.4.x — Acceldata

8/4/2026

Version 26.4.x — Acceldata Last updated: Jul 09, 2026 18:12 UTC # Version 26.4.x ## Version 26.4.1 Date: 22nd April 2026 What's New This section consists of the new features and enhancements introduced in this release. - Pipeline Copilot: ADOC now provides an AI assistant within the Pipeline ...

Acceldata Pulse 4.1.0: Hadoop, Kubernetes & DR Observability Updates

Acceldata Pulse 4.1.0: Hadoop, Kubernetes & DR Observability Updates

8/4/2026

Acceldata Pulse 4.1.0: Hadoop, Kubernetes & DR Observability Updates Explore the future of AI-Native Data Management at Autonomous 26 | May 19 --> Save your spot Announcing our European expansion to help enterprises scale AI with data sovereignty. Read the news → Explore the future of AI-Native D...

Acceldata Newsroom - News and Press

Acceldata Newsroom - News and Press

8/4/2026

Acceldata Newsroom - News and Press Explore the future of AI-Native Data Management at Autonomous 26 | May 19 --> Save your spot Announcing our European expansion to help enterprises scale AI with data sovereignty. Read the news → Explore the future of AI-Native Data Management at Autonomous 26 |...

Runtime-Governed Data Products in ADOC 26.5.0

Runtime-Governed Data Products in ADOC 26.5.0

8/4/2026

Runtime-Governed Data Products in ADOC 26.5.0 Explore the future of AI-Native Data Management at Autonomous 26 | May 19 --> Save your spot Acceldata Launches Autonomous Data & AI Platform for Agentic AI Era. Learn More → Explore the future of AI-Native Data Management at Autonomous 26 | May 19 --...

Alternatives

  • Monte Carlo

    Monte Carlo specializes in automated data observability and data reliability, helping teams prevent and resolve data incidents.

  • Collibra

    Collibra is a leading data governance platform that helps organizations understand, trust, and manage their data assets effectively.

  • 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

    Atlan is a modern data catalog and governance platform that empowers data teams with collaborative data discovery and lineage.

  • Databricks

    Databricks offers a unified Lakehouse Platform with robust data governance (Unity Catalog), observability, and AI/ML capabilities for all data workloads.

  • Snowflake

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

FAQ

User Reviews

4.4/5.0
(10reviews)
Click stars to rate

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

More Products

Options research platform with live data. Scan for puts and calls, compare strikes in a yield matrix, model strategies, and journal every trade.

A powerful analytics and tracking system for advertising campaigns. Control every click, optimize ROI, and scale your profits with real-time campaign data for media buyers and performance marketers.

GiFTEM is a role-aware recruiting intelligence infrastructure that replaces fragmented hiring tools with consistent job understanding, explainable candidate eva

A free Chrome extension that extracts business data including emails, phone numbers, addresses, and social media profiles from Google Maps.

API-first platform that transforms unstructured product content into structured, compliant, and reusable product data for eCommerce at scale.

Open-source platform for training and running AI models locally with 2x faster fine-tuning, 90% less memory usage, and support for 500+ models on Mac and Window

A prompt management platform for product teams to build, test, and deploy AI prompts collaboratively with built-in security features.

AI prompt management platform with version tracking, testing, and team collaboration. One API key to access all major AI models including GPT-5, Claude, and Gem

A platform for designing, testing, and deploying LLM prompts with automatic testing, evaluation, and team collaboration features.

AI Prompt Management System with version control, testing suite, and CI/CD pipeline for LLM prompts. Enables team collaboration and real-time API deployment.

Open-source LLMOps platform for prompt management, evaluation, and observability to help teams build reliable LLM applications.

Complete SEO and AI visibility platform for data-driven marketers with automated analytics, rank tracking, keyword research, site audit, and PBN tools.

Cloud platform providing access to state-of-the-art machine learning models and inference infrastructure for developers and businesses.

Cloud storage service offering 1024GB free storage with AI-powered tools for document creation, file management, and cross-platform access.

A combined quantitative and qualitative product analytics platform offering session recordings, heatmaps, events, funnels, and crash reports for web and mobile

AI-powered presentation maker that transforms ideas into engaging, visually stunning presentations with intelligent design assistance and dynamic content featur