Acceldata Launches Autonomous Data & AI Platform for Agentic AI Era. Learn More →

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xLake: The Data and AI Platform Built for Enterprise Scale

Manage, monitor, and optimize your data across cloud, lakehouse, and hybrid environments — with intelligent automation built in.

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Explore the Architecture

TRUSTED BY ENTERPRISE DATA TEAMS WORLDWIDE

Four Products. One Intelligent Data Estate.

Cross Lake Data Platform

Kubernetes-native elastic compute. Runs Spark, Trino, Jupyter, Airflow, and Flink across any cloud or on-premises environment. Your compute, your infrastructure, your control.

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Agentic Data Management

LLM-powered automation for data quality, governance enforcement, catalog management, and operational remediation — continuously, at scale.

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Acceldata Data Observability Cloud

Full-stack observability across every pipeline, pod, and workload. From Spark executor evictions to data quality anomalies — stop debugging, start delivering.

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Foundation and Migration

Brings Hadoop-era infrastructure into the xLake architecture. Interoperable formats, vulnerability-free open source, continuous TCO optimization — the proven path for petabyte-scale on-premises estates.

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xLake Vision

Decoupled · Open · Observable · Continuously Intelligent

Built on Open. Governed Everywhere. Trusted by the Enterprise.

Three platform-level capabilities that span every product in the xLake suite:

OS Foundry

Every layer of xLake runs on open source — Spark, Airflow, Trino, Ranger, Iceberg. No proprietary formats. No runtime dependencies. No hidden exit costs.

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Governance & Security

Define governance policy once. Enforce it across every engine, every environment, every workload — simultaneously. Data residency, RBAC, privacy, compliance, and audit unified under one governance model.

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xLake Reasoning Engine

The connective intelligence layer that makes four products operate as one system — continuously observing, reasoning, and acting across your entire data estate.

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Meet Your Data Where It Lives.

xLake provides a structured path from where you are today to a fully intelligent, decoupled data estate — at every stage delivering immediate value.

The World's Most Data-Intensive Enterprises Run on xLake.

of top 12

BANKS

of top 5

Telcos

of top 10

Lifesciences

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)

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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

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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

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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

billion rows reconciled in < 2 hours

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Senior Manager, Data Engineering & Analytics,
Top 3 Telco