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Platform Overview
Data & AI Observability
Agentic Data Engineering
Data Warehousing
Agentic Runtime
Agentic Data Management
Hadoop Modernization
Platform Overview

Everything you need to build, govern, and scale data and AI workloads—one unified platform.

xLake Architecture
CAPABILITIES
xLake Architecture
Build and run intelligent data and AI pipelines at scale.
xObserve
Observe cloud, hybrid and on-premise data.
xReasoning
A reasoning engine that understands your data estate continuously.
xGovern
Discover and manage data assets through a central catalog.
xRoute
Automate workflows with scheduling, dependencies, and retries.
OS Foundry
Built with proven and stable open source components.
Manage your data estate under one platform
Explore Integrations
Data & AI Observability

Monitor, detect, and resolve data and AI issues with end-to-end observability across pipelines.

Explore
Data Observability
Data Quality Policies
Set rules once and enforce them automatically across every data asset.
Data Reconciliation
Catch and fix data mismatches across data systems upstream/ downstream.
Anomaly Detection
Surface statistical outliers in production pipelines before they become incidents.
Data Profiling
Understand data freshness, completeness, and distribution without writing queries.
Alerts & Notifications
Get instant alerts with enough context to act, not just react.
Data Lineage
Trace end to end data flow across the entire pipeline.
Use Cases
From data quality to incident response—keep every pipeline trustworthy at scale.
AI Observability
Agent & LLM Tracing
End-to-end traces across prompts, models, retrieval, and tools.
Prompt & Evaluation Management
Version, evaluate, and optimize prompts before they ship.
AI Guardrails & Governance
PII controls, RBAC, audit trails, and policy enforcement for production AI.
Prod Monitoring & Dataset Flywheel
Continuously score production AI and turn failures into stronger test coverage.
Hadoop Observability
End to End visibilty
See clusters, jobs, queues, users, and cost in one place.
Faster RCA
Find issues faster across infrastructure, services, and jobs.
AI Powered Optimization
Reduce waste and improve performance on existing infrastructure.
Yarn Optimization
Reclaim capacity, boost throughput, and reduce queue pressure.
Guided Automation
Turn repeat issues into guided, repeatable actions.
Cost Visibility
Connect LLMs to distributed enterprise data with governed, unified control.
Use Cases
From firefighting to rising cost—see how you can solve your specific challenge.
Agentic Data Engineering

Build, orchestrate, and run data pipelines with intelligent agents that automate the entire engineering workflow.

Explore ADE
CAPABILITIES
AI Pipelines
Design and run autonomous HITL workflows orchestrated by multi-agent AI systems.
Federated Queries
Gain insights through intuitive visualizations of data and agent activity.
Pipeline Orchestration
Connect LLMs to distributed enterprise data with governed, unified control.
Running Jobs
Enable data and AI teams to act on shared context without switching tools.
Use Cases
Automate the full data engineering lifecycle with intelligent agents that build, run, and maintain your pipelines.
Explore Use Cases
Data Warehousing

Query your lakehouse in-place with Velox-accelerated performance. 10x faster than traditional warehouses.

Explore Data Warehousing
CAPABILITIES
Unified Analytical Layer
One execution surface across all enterprise data.
Compute Where Data Lives
Push execution to the data, not the other way around.
Distributed Execution
Run across cloud, on-prem, and edge seamlessly.
Open Data Architecture
Iceberg, Delta, Hudi, Parquet—no lock-in.
Centralized Governance
One policy model across every format and engine.
AI-Native Applications
Power copilots and autonomous apps on governed data.
Agentic Runtime

Distributed training, high-throughput inference, and GPU notebooks—everything you need for production AI.

Explore
CAPABILITIES
Unified Execution Runtime
One operational layer for agents in any framework.
Centralized Governance
Identity-aware policies across every agent and tool.
Sandboxed Execution
Isolated runtimes with policy-aware boundaries.
Scalable Deployment
Cloud, on-prem, and hybrid without re-platforming.
Agent Frameworks
LangGraph, CrewAI, AutoGen, OpenAI SDK, and more.
Autonomous Applications
Copilots, agents, and multi-agent systems on governed data.
Agentic Data Management

Build, deploy, and manage intelligent agents to automate and optimize data operations.

Explore ADM
CAPABILITIES
Agentic Workflows
Design and run autonomous HITL workflows orchestrated by multi-agent AI systems.
Visualization
Gain insights through intuitive visualizations of data and agent activity.
MCP-DC
Connect LLMs to distributed enterprise data with governed, unified control.
Team Collaboration
Enable data and AI teams to act on shared context without switching tools.
Agent Validation
Ensure agent accuracy and reliability with built-in validation.
Agents
Data Quality
Continuously monitor and improve data accuracy and reliability.
Data Pipeline
Automate pipeline creation, monitoring, and optimization workflows.
Data Catalog
Organize and discover data assets with intelligent cataloging.
Data Reconciliation
Detect and resolve data inconsistencies across systems.
Incident Management
Identify, alert, and resolve data incidents in real time.
Use Cases
From pipeline automation to incident response—deploy intelligent agents that keep data operations running themselves.
Explore Use Cases
Open Data Platform

An open-source data platform for Hadoop modernization, flexibility, and long-term control.

Explore
Hadoop Observability

AI-powered observability and optimization for Hadoop and big data environments.

Explore
CAPABILITIES
Open Source Foundation
Build on open-source Hadoop with more flexibility and control.
Flexible Deployment
Run on-prem, in the cloud, in hybrid environments, or on Kubernetes.
Phased Migration
Modernize with in-place, sidecar, or forklift migration paths.
Vendor Indepedence
Reduce lock-in and take control of your platform direction.
Curated Open Stack
Run a validated, production-ready open stack from storage to data science.
Spark Acceleration
Improve Spark performance with Gluten + Velox support.
Use Cases
From modernizing legacy Hadoop to migrating off Cloudera—see how you can solve your specific challenge.
CAPABILITIES
End to End visibilty
See clusters, jobs, queues, users, and cost in one place.
Faster RCA
Find issues faster across infrastructure, services, and jobs.
AI Powered Optimization
Reduce waste and improve performance on existing infrastructure.
Yarn Optimization
Reclaim capacity, boost throughput, and reduce queue pressure.
Guided Automation
Turn repeat issues into guided, repeatable actions.
Cost Visibility
Connect LLMs to distributed enterprise data with governed, unified control.
Use Cases
From firefighting to rising cost—see how you can solve your specific challenge.
Use Cases
From modernizing legacy Hadoop to migrating off Cloudera—see how you can solve your specific challenge.
Explore Use Cases
Products
See ADM in Action
Experience how ADM automates data workflows and improves operational efficiency.
Take Product Tour
Industries

Browse solutions to help you solve the complex business challenges unique to your industry.

Explore Case Studies
Financial Services
Ensure data reliability, compliance, and risk visibility.
Consumer Packaged Goods(CPG)
Optimize supply chains with trusted data insights.
Manufacturing
Improve efficiency with real-time data monitoring.
Retail
Enhance experiences with accurate, timely data.
Life Sciences
Ensure data integrity across research workflows.
Insurance
Improve risk and claims with reliable data.
The Acceldata Difference for Financial Services

"PhonePe’s data infrastructure reliability initiative would never have been possible without Acceldata.”

Resources

Browse materials to help you access the tools, guides, and insights essential to your workflows.

Acceldata’s ODP Spark with Gluten Velox
Experience how ADM automates data workflows and improves operational efficiency.
Download Whitepaper
New
Resource Library
Access guides, tools, and insights for data operations.
Customer Support
Get help and resolve issues with expert support.
Blog
Read insights, trends, and updates on data and AI.
Demos
Explore product capabilities through interactive demos.
Open Source
Discover open source tools and community contributions.
Documentation
Access technical docs, guides, and product references.
Trust Center
Review security, compliance, and data protection practices.
Customer Stories
See how customers succeed with Acceldata solutions.
ROI Calculator
Estimate value and cost savings from data observability.
Gartner® Report: How to Evaluate AI Data Readiness

How to assess AI data readiness across four stages.

Access Report
New
Company

Learn about our mission, leadership, and vision driving modern data operations forward.

Acceldata Named to Forbes List of America’s Best Startup Employers
Continued recognition validates commitment to inclusive culture and AI-driven innovation
Read the article
About us
Learn about our mission, vision, and company journey.
Leadership
Meet the leaders driving innovation and strategy.
Why Acceldata
Discover what sets our platform and approach apart.
Customer Stories
See how customers succeed with our data solutions.
Newsroom
Read the latest company news and announcements.
Partners
Explore our partner ecosystem and collaborations.
Events
Join events, webinars, and industry sessions.
Podcasts
Listen to expert conversations on data and AI.
Analyst Corner
Access analyst insights and industry perspectives.
Careers
Explore opportunities and grow your career with us.
Contact us
Get in touch with our team for support or inquiries.
Pricing
Explore pricing options for our products and solutions.
Gartner® Report: How to Evaluate AI Data Readiness

How to assess AI data readiness across four stages.

Access Report
New
Products
Industry
Resources
Company
Back
Platform Overview
Data & AI Observability
Agentic Data Management
Agentic Data Engineering
Data Warehousing
Data Science
Data Platform Modernization
Back
Industries

Browse solutions to help you solve the complex business challenges unique to your industry.

Explore Case Studies
Financial Services
Ensure data reliability, compliance, and risk visibility.
Consumer Packaged Goods(CPG)
Optimize supply chains with trusted data insights.
Manufacturing
Improve efficiency with real-time data monitoring.
Retail
Enhance experiences with accurate, timely data.
Life Sciences
Ensure data integrity across research workflows.
Insurance
Improve risk and claims with reliable data.
The Acceldata Difference for Financial Services

"PhonePe’s data infrastructure reliability initiative would never have been possible without Acceldata.”

Back
Resources

Browse materials to help you access the tools, guides, and insights essential to your workflows.

Acceldata’s ODP Spark with Gluten Velox
Experience how ADM automates data workflows and improves operational efficiency.
Download Whitepaper
New
Resource Library
Access guides, tools, and insights for data operations.
Customer Support
Get help and resolve issues with expert support.
Blog
Read insights, trends, and updates on data and AI.
Demos
Explore product capabilities through interactive demos.
Open Source
Discover open source tools and community contributions.
Documentation
Access technical docs, guides, and product references.
Trust Center
Review security, compliance, and data protection practices.
Customer Stories
See how customers succeed with Acceldata solutions.
ROI Calculator
Estimate value and cost savings from data observability.
Gartner® Report: How to Evaluate AI Data Readiness

How to assess AI data readiness across four stages.

Access Report
New
Back
Company

Learn about our mission, leadership, and vision driving modern data operations forward.

Acceldata Named to Forbes List of America’s Best Startup Employers
Continued recognition validates commitment to inclusive culture and AI-driven innovation
Read the article
About us
Learn about our mission, vision, and company journey.
Leadership
Meet the leaders driving innovation and strategy.
Why Acceldata
Discover what sets our platform and approach apart.
Customer Stories
See how customers succeed with our data solutions.
Newsroom
Read the latest company news and announcements.
Partners
Explore our partner ecosystem and collaborations.
Events
Join events, webinars, and industry sessions.
Podcasts
Listen to expert conversations on data and AI.
Analyst Corner
Access analyst insights and industry perspectives.
Careers
Explore opportunities and grow your career with us.
Contact us
Get in touch with our team for support or inquiries.
Pricing
Explore pricing options for our products and solutions.
Gartner® Report: How to Evaluate AI Data Readiness

How to assess AI data readiness across four stages.

Access Report
New
Back
Platform Overview

Everything you need to build, govern, and scale data and AI workloads—one unified platform.

xLake Architecture
CAPABILITIES
xLake Architecture
Build and run intelligent data and AI pipelines at scale.
xObserve
Observe cloud, hybrid and on-premise data.
xReasoning
A reasoning engine that understands your data estate continuously.
xGovern
Discover and manage data assets through a central catalog.
xRoute
Automate workflows with scheduling, dependencies, and retries.
OS Foundry
Built with proven and stable open source components.
Manage your data estate under one platform
Explore Integrations
Back
Data & AI Observability

Monitor, detect, and resolve data and AI issues with end-to-end observability across pipelines.

Explore
Data Observability
Data Quality Policies
Set rules once and enforce them automatically across every data asset.
Data Reconciliation
Catch and fix data mismatches across data systems upstream/ downstream.
Anomaly Detection
Surface statistical outliers in production pipelines before they become incidents.
Data Profiling
Understand data freshness, completeness, and distribution without writing queries.
Alerts & Notifications
Get instant alerts with enough context to act, not just react.
Data Lineage
Trace end to end data flow across the entire pipeline.
Use Cases
From data quality to incident response—keep every pipeline trustworthy at scale.
AI Observability
Agent & LLM Tracing
End-to-end traces across prompts, models, retrieval, and tools.
Prompt & Evaluation Management
Version, evaluate, and optimize prompts before they ship.
AI Guardrails & Governance
PII controls, RBAC, audit trails, and policy enforcement for production AI.
Prod Monitoring & Dataset Flywheel
Continuously score production AI and turn failures into stronger test coverage.
Hadoop Observability
End to End visibilty
See clusters, jobs, queues, users, and cost in one place.
Faster RCA
Find issues faster across infrastructure, services, and jobs.
AI Powered Optimization
Reduce waste and improve performance on existing infrastructure.
Yarn Optimization
Reclaim capacity, boost throughput, and reduce queue pressure.
Guided Automation
Turn repeat issues into guided, repeatable actions.
Cost Visibility
Connect LLMs to distributed enterprise data with governed, unified control.
Use Cases
From firefighting to rising cost—see how you can solve your specific challenge.
Back
Agentic Data Management

Build, deploy, and manage intelligent agents to automate and optimize data operations.

Explore ADM
CAPABILITIES
Agentic Workflows
Design and run autonomous HITL workflows orchestrated by multi-agent AI systems.
Visualization
Gain insights through intuitive visualizations of data and agent activity.
MCP-DC
Connect LLMs to distributed enterprise data with governed, unified control.
Team Collaboration
Enable data and AI teams to act on shared context without switching tools.
Agent Validation
Ensure agent accuracy and reliability with built-in validation.
Agents
Data Quality
Continuously monitor and improve data accuracy and reliability.
Data Pipeline
Automate pipeline creation, monitoring, and optimization workflows.
Data Catalog
Organize and discover data assets with intelligent cataloging.
Data Reconciliation
Detect and resolve data inconsistencies across systems.
Incident Management
Identify, alert, and resolve data incidents in real time.
Use Cases
From pipeline automation to incident response—deploy intelligent agents that keep data operations running themselves.
Explore Use Cases
Back
Agentic Data Engineering

Build, orchestrate, and run data pipelines with intelligent agents that automate the entire engineering workflow.

Explore ADE
CAPABILITIES
AI Pipelines
Design and run autonomous HITL workflows orchestrated by multi-agent AI systems.
Federated Queries
Gain insights through intuitive visualizations of data and agent activity.
Pipeline Orchestration
Connect LLMs to distributed enterprise data with governed, unified control.
Running Jobs
Enable data and AI teams to act on shared context without switching tools.
Use Cases
Automate the full data engineering lifecycle with intelligent agents that build, run, and maintain your pipelines.
Explore Use Cases
Back
Data Warehousing

Query your lakehouse in-place with Velox-accelerated performance. 10x faster than traditional warehouses.

Explore Data Warehousing
CAPABILITIES
Unified Analytical Layer
One execution surface across all enterprise data.
Compute Where Data Lives
Push execution to the data, not the other way around.
Distributed Execution
Run across cloud, on-prem, and edge seamlessly.
Open Data Architecture
Iceberg, Delta, Hudi, Parquet—no lock-in.
Centralized Governance
One policy model across every format and engine.
AI-Native Applications
Power copilots and autonomous apps on governed data.
Back
Agentic Runtime

Distributed training, high-throughput inference, and GPU notebooks—everything you need for production AI.

Explore
CAPABILITIES
Unified Execution Runtime
One operational layer for agents in any framework.
Centralized Governance
Identity-aware policies across every agent and tool.
Sandboxed Execution
Isolated runtimes with policy-aware boundaries.
Scalable Deployment
Cloud, on-prem, and hybrid without re-platforming.
Agent Frameworks
LangGraph, CrewAI, AutoGen, OpenAI SDK, and more.
Autonomous Applications
Copilots, agents, and multi-agent systems on governed data.
Back
Open Data Platform

An open-source data platform for Hadoop modernization, flexibility, and long-term control.

Explore
Hadoop Observability

AI-powered observability and optimization for Hadoop and big data environments.

Explore
CAPABILITIES
Open Source Foundation
Build on open-source Hadoop with more flexibility and control.
Flexible Deployment
Run on-prem, in the cloud, in hybrid environments, or on Kubernetes.
Phased Migration
Modernize with in-place, sidecar, or forklift migration paths.
Vendor Indepedence
Reduce lock-in and take control of your platform direction.
Curated Open Stack
Run a validated, production-ready open stack from storage to data science.
Spark Acceleration
Improve Spark performance with Gluten + Velox support.
Use Cases
From modernizing legacy Hadoop to migrating off Cloudera—see how you can solve your specific challenge.
CAPABILITIES
End to End visibilty
See clusters, jobs, queues, users, and cost in one place.
Faster RCA
Find issues faster across infrastructure, services, and jobs.
AI Powered Optimization
Reduce waste and improve performance on existing infrastructure.
Yarn Optimization
Reclaim capacity, boost throughput, and reduce queue pressure.
Guided Automation
Turn repeat issues into guided, repeatable actions.
Cost Visibility
Connect LLMs to distributed enterprise data with governed, unified control.
Use Cases
From firefighting to rising cost—see how you can solve your specific challenge.
Use Cases
From modernizing legacy Hadoop to migrating off Cloudera—see how you can solve your specific challenge.
Explore Use Cases

Products

Platform Overview
Data & AI Observability
Agentic Data Management
Agentic Data Engineering
Data Warehousing
ML & AI Applications
Business Applications
Data Platform Modernization
Platform Overview

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Explore Platform
CAPABILITIES
Architecture
Build and run intelligent data and AI pipelines at scale.
xLake Reasoning
Query data across sources without moving or duplicating it.
Gov & Security
Monitor usage and optimize compute costs across environments.
Compute Cost Control
Automate workflows with scheduling, dependencies, and retries.
Unified Data Catalog
Discover and manage data assets through a central catalog.
OS Foundry
Track and troubleshoot jobs with real-time visibility.
Integrate All your needs and tools under one roof!
Data & AI Observability

Monitor, detect, and resolve data issues with end-to-end observability across pipelines.

Explore ADOC
Data Observability
Data Quality Policies
Set rules once and enforce them automatically across every data asset.
Data Reconciliation
Catch and fix data mismatches across data systems upstream/ downstream.
Anomaly Detection
Surface statistical outliers in production pipelines before they become incidents.
Data Profiling
Understand data freshness, completeness, and distribution without writing queries.
Alerts & Notifications
Get instant alerts with enough context to act, not just react.
Data Lineage
Trace end to end data flow across the entire pipeline.
Use Cases
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AI Observability
Runtime Observability
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LLM & Model Performance
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Guardrails and Runtime Safety
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Use Cases
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Hadoop Observability
End to End visibilty
See clusters, jobs, queues, users, and cost in one place.
Faster RCA
Find issues faster across infrastructure, services, and jobs.
AI Powered Optimization
Reduce waste and improve performance on existing infrastructure.
Yarn Optimization
Reclaim capacity, boost throughput, and reduce queue pressure.
Guided Automation
Turn repeat issues into guided, repeatable actions.
Cost Visibility
Connect LLMs to distributed enterprise data with governed, unified control.
Use Cases
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Agentic Data Management

Monitor, detect, and resolve data issues with end-to-end observability across pipelines.

Explore ADM
CAPABILITIES
Agentic Workflows
Design and run autonomous HITL workflows orchestrated by multi-agent AI systems.
Visualization
Gain insights through intuitive visualizations of data and agent activity.
MCP-DC
Connect LLMs to distributed enterprise data with governed, unified control.
Team Collaboration
Enable data and AI teams to act on shared context without switching tools.
Agent Validation
Ensure agent accuracy and reliability with built-in validation.
Agents
Data Quality
Continuously monitor and improve data accuracy and reliability.
Data Pipeline
Automate pipeline creation, monitoring, and optimization workflows.
Data Catalog
Organize and discover data assets with intelligent cataloging.
Data Reconciliation
Detect and resolve data inconsistencies across systems.
Incident Management Agent
Identify, alert, and resolve data incidents in real time.
Use Cases
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Explore Use Cases
Agentic Data Engineering

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Explore ADE
CAPABILITIES
AI Pipelines
Design and run autonomous HITL workflows orchestrated by multi-agent AI systems.
Federated Queries
Gain insights through intuitive visualizations of data and agent activity.
Pipeline Orchestration
Connect LLMs to distributed enterprise data with governed, unified control.
Running Jobs
Enable data and AI teams to act on shared context without switching tools.
Use Cases
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse sollicitudin mi nibh, et sodales
Explore Use Cases
Data Warehousing

AI-powered observability and optimization for Hadoop and big data environments.

Explore Data Warehousing
CAPABILITIES
Engines
See clusters, jobs, queues, users, and cost in one place.
Scale
Find issues faster across infrastructure, services, and jobs.
Integrations
Reduce waste and improve performance on existing infrastructure.
Data Storage
Reclaim capacity, boost throughput, and reduce queue pressure.
Operations
Turn repeat issues into guided, repeatable actions.
Benchmarks
Track utilization, waste, and cost drivers more clearly.
Use Cases
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Explore Use Cases
ML & AI Applications

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Explore ML & AI Applications
CAPABILITIES
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See clusters, jobs, queues, users, and cost in one place.
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Find issues faster across infrastructure, services, and jobs.
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Reduce waste and improve performance on existing infrastructure.
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Reclaim capacity, boost throughput, and reduce queue pressure.
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Turn repeat issues into guided, repeatable actions.
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Track utilization, waste, and cost drivers more clearly.
Use Cases
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Explore Use Cases
Data & AI Observability

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Explore Business Applications
CAPABILITIES
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See clusters, jobs, queues, users, and cost in one place.
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Find issues faster across infrastructure, services, and jobs.
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Reduce waste and improve performance on existing infrastructure.
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Reclaim capacity, boost throughput, and reduce queue pressure.
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Turn repeat issues into guided, repeatable actions.
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Track utilization, waste, and cost drivers more clearly.
Use Cases
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Explore Use Cases
CAPABILITIES
Lorem Ipsum
See clusters, jobs, queues, users, and cost in one place.
Lorem Ipsum
Find issues faster across infrastructure, services, and jobs.
Lorem Ipsum
Reduce waste and improve performance on existing infrastructure.
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Reclaim capacity, boost throughput, and reduce queue pressure.
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Turn repeat issues into guided, repeatable actions.
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Track utilization, waste, and cost drivers more clearly.
Open Data Platform

An open-source data platform for Hadoop modernization, flexibility, and long-term control.

Explore ODP
CAPABILITIES
Open Source Foundation
Build on open-source Hadoop with more flexibility and control.
Flexible Deployment
Run on-prem, in the cloud, in hybrid environments, or on Kubernetes.
Phased Migration
Modernize with in-place, sidecar, or forklift migration paths.
Vendor Indepedence
Reduce lock-in and take control of your platform direction.
Curated Open Stack
Run a validated, production-ready open stack from storage to data science.
Spark Acceleration
Improve Spark performance with Gluten + Velox support.
Use Cases
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse sollicitudin mi nibh, et sodales
Explore Use Cases
See ADM in Action
Experience how ADM automates data workflows and improves operational efficiency.
Take Product Tour

All-in-One Enterprise Data Observability

Observe Data 

Pipelines

Drift

Quality

Anomalies

Spend

Users

Infrastructure

Models

Performance

Governance

Get AI ready with unified data observability

Book a Demo
Take Product Tour

Gartner Market Guide for Data Observability

Access Report

Essential data observability for LLM success

Get Free Ebook

Get AI-Ready Data. Fast.

Download Ebook

See how we drive data observability excellence

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TRUSTED BY ENTERPRISE DATA TEAMS WORLDWIDE
Top 3 Data Provider
Top 3 Telco
Top 10 Global Bank

Leading Data Provider Enhances Reliability by Shifting Left

With Acceldata, we’ve shifted left our data reliability, addressing issues before they become problems. This saves our customers money, and they love us for it.
VP of Data Quality, Leading Data Provider
99%
reduction in data processing time 

(14 days to 4 hours)
Read Customer Story
With Acceldata, we’ve shifted left our data reliability, addressing issues before they become problems. This saves our customers money, and they love us for it.
VP of Data Quality, Leading Data Provider

PhonePe Scales Seamlessly and Supports Hyper-Growth

Acceldata supports our hyper-growth, managing one of the world's largest instant payment systems. PhonePe's data infrastructure reliability wouldn't be possible without Acceldata.
Burzin Engineer, Founder & Chief Reliability Officer, PhonePe
46%
improvement in data quality
Read Customer Story
Acceldata supports our hyper-growth, managing one of the world's largest instant payment systems. PhonePe's data infrastructure reliability wouldn't be possible without Acceldata.
Burzin Engineer, Founder & Chief Reliability Officer, PhonePe

Pubmatic Automates and Optimizes Big Data Performance

Acceldata isolated bottlenecks, automated performance, and optimized data to scale our big data environments and support critical analytics.
Ashwin Prakash, Engineering Leader, Pubmatic
$2M
saved annually on OEM costs
Read Customer Story
Acceldata isolated bottlenecks, automated performance, and optimized data to scale our big data environments and support critical analytics.
Ashwin Prakash, Engineering Leader, Pubmatic

Top Telco Speeds Up Data Verification and Cuts Costs

Acceldata improved our data reliability by efficiently verifying 45 billion rows for data quality in under 2 hours. This, along with reduced costs and accelerated performance, has significantly benefited our cloud migration.
Senior Manager, Data Engineering & Analytics,
Top 3 Telco
45
billion rows reconciled in < 2 hours
Read Customer Story
Acceldata improved our data reliability by efficiently verifying 45 billion rows for data quality in under 2 hours. This, along with reduced costs and accelerated performance, has significantly benefited our cloud migration.
Senior Manager, Data Engineering & Analytics,
Top 3 Telco

Global Bank Gains Full Visibility and Replaces DIY Solutions

Acceldata replaced our DIY solutions, providing full visibility across all data processing systems.
Sr. Vice President, Data Operations, Top 10 Global Bank
10+
data engineers freed for strategic tasks
Read Customer Story
Acceldata replaced our DIY solutions, providing full visibility across all data processing systems.
Sr. Vice President, Data Operations, Top 10 Global Bank
See Data Observability in Action
Book a demo and explore how it can impact your business!
Book a Demo
YOUR ENVIRONMENT

Visibility is one thing. Observability is everything.

Unleash data power with observability
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AI-ready Data Quality

Build a strong AI foundation by preventing and resolving data anomalies to ensure high-quality, AI-ready data.
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Efficient DataOps

Stop data downtime and optimize pipelines with continuous monitoring, root cause analysis, and data lineage.
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Optimized Costs

Right-size resources and enhance infrastructure health to achieve cost efficiency, scalability, and maximize AI returns.
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NEW REPORT

Gartner® Report:
How to Evaluate AI Data Readiness

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The Acceldata difference

46%
improvement in

data quality
PhonePe
99%
reduction in issue
resolution time
Top 3 Data Provider
$120K
saved in just

one month
Top Cybersecurity Company
PhonePe
Top 3 Data Provider
Top Cybersecurity Company
Learn Why Acceldata

Unify your data observability

Ensure data quality, prevent failures, and control costs—all with a single platform designed for hybrid and multi-cloud data stacks.
Data Quality
Pipelines
Costs
AI & ML
Get reliable and high quality data with Acceldata
DATA QUALITY

Ensure Trustworthy Data

Catch data issues at the source with automated, real-time quality checks.
No-code/low-code rules with smart suggestions.
Comprehensive checks (format, freshness, reconciliation, and more).
Automate actions, quarantine data, pinpoint issues quickly.
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Observe pipelines and stop failures with Acceldata
PIPELINES

Monitor & Prevent Failures

Proactively monitor pipelines from landing zone to consumption with Acceldata's shift-left approach.
Auto-discover and map pipeline flows (all data types).
Detect errors (ingestion, processing, missing data, reconciliation).
Set alerts and thresholds with automated anomaly detection.
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Cost optimzied data with Acceldata
COSTS

Control Expenses as You Scale

Gain visibility into cloud data spending and prevent runaway costs for Databricks and Snowflake.
Apply circuit breakers and alerts to prevent cost overruns.
Identify and optimize underperforming queries.
Implement precise chargebacks across data factories and organizations.
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AI for Data Observability with Acceldata
AI for Data Observability with Acceldata
AI & ML

Be Future-Ready

Build trustworthy AI models with complete data visibility.
Monitor data lineage and usage across pipelines.
Industry-first real-time operational governance (all data types).
Ensure data accuracy to avoid costly model rework.
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Integrate seamlessly

Integrate with your cloud platforms, data warehouses, BI tools, and more.
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See Integrations in Action

Leading Data Observability Platform

Coolest Stellar Startups” and “The Coolest Data Observability and DataOps Companies
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Representative vendor in the Gartner® Market Guide for Data Observability Tools
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Leader in AIM Research’s GenAI Observability Vendor Landscape
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Everest group data observability technology with Acceldata
Leader in Everest Group’s Data Observability Technology Provider PEAK Matrix® Assessment 2024
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Your Journey to Better Data Begins Here
Book a demo and take the first step toward data reliability.
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Empowering Every Role with Trusted Data

Data Leaders

Optimize spend and measure value with a unified view of data health and cost.

Learn how

Data Engineers

Monitor pipelines, identify issues, and gain a holistic data view.

Learn how

Data Stewards & DataOps

Ensure data trustworthiness, facilitate remediation, and optimize costs.

Learn how
Take Control of Your Data Ecosystem
Discover how every role can benefit from our data observability tools.
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RESOURCES & NEWS

The latest at Acceldata

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Users Love Us

Read all reviews on G2

Ankit B.

Senior Technical Lead - Enterprise
We are using power of Acceldata for our data quality issues. Its integration is simple and we are able to identify various data quality issues quite easily.
Read full review

Timothy C.

Senior Expert of Data Governance - Enterprise
Acceldata has opened quite a few doors for us at Nestle. We have started with the Data Reliability features of the product and moved into the Cloud/Cost Optimization aspects.
Read full review

Jayanth Reddy G.

Senior DevOps Engineer - Enterprise
This combination of usability, seamless integration, and robust features makes Acceldata a powerful tool for enhancing data reliability and performance.
Read full review

Mark. H

Manager Data Warehouse Operations - Enterprise
Onboarding our data into Acceldata was very quick and simple. Within 24 hours all production data was loaded and trends were easily established.
Read full review

Chidambararajan M.

IT Consultant - Enterprise
Acceldata is giving the better quality checks for the data sources and the maintenance of the environment is good.
Read full review

Prashanth. S

Director, Platform Engineering and Data Operations - Enterprise
Acceldata has been instrumental in enhancing our data platform management capabilities. Their solutions not only ensure platform stability but also drive significant cost savings.
Read full review
FAQ

Frequently asked questions about Data Observability

Does my data leave the premises?

No, Acceldata observes your data inline so it is highly scalable and secure.

What types of data can you manage?

We observe structured, unstructured and streaming datasets.

Do you provide recommendations?

Yes, we provide recommendations on data quality rules to use based on the data context and several others.

Do you support on-prem and cloud data?

Yes, we can observe data that’s on premises and in the cloud. This makes us ideally suited for cloud migration initiatives.

Can I customize data quality rules?

Yes, you can customize data quality rules and specify exactly where they apply.

Do you have RBAC?

Fine grained RBAC, each feature of ADOC can be accessed by users only if they have the required permissions. RBAC also extends to applicable API operations.

Ready to get started

Explore all the ways to experience Acceldata for yourself.

Expert-led Demos

Get a technical demo with live Q&A from a skilled professional.
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30-Day Free Trial

Experience the power of Data Observability firsthand.
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Meet with Us

Let our experts help you achieve your data observability goals.
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Compare Acceldata

Acceldata vs ClouderaAcceldata vs Monte Carlo DataAcceldata vs BigeyeAcceldata vs DQ LabsAcceldata vs AnomaloAcceldata vs SlingshotAcceldata + Collibra

By Data Platform

SnowflakeDatabricksAWSHadoopGCPAzure

By Persona

Data EngineerData ExecutivePlatform EngineerDatabase AdminFinOps

By Initiative

Data Quality & ReliabilityData ReconciliationFinOps/Cost ManagementAI & LLM

Resources

Resource LibraryBlogDemosDocumentationCustomer StoriesCustomer SupportWhy Data ObservabilityOpen SourceTrust CenterROI CalculatorData Articles

Company

About usWhy AcceldataCustomer StoriesNewsroom PartnersEventsAnalyst CornerCareersOpen Interview ProcessContact Us
Agentic Data Management Platform
Copyright © Acceldata 2026. All rights reserved.
Privacy Policy
Cookies
SaaS Terms & conditions
Terms of use
Bug Bounty