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.

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.

The Autonomous Platform for Data and Agentic AI.

Run data workloads and agents where data lives — with built-in observability, governance, and secure access.

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TRUSTED BY ENTERPRISE DATA TEAMS WORLDWIDE

The Agentic Era Broke the Old Data Stack

Your data stack was built for humans and reports. Agents need something fundamentally different.

Agents demand runtime context & governance.

Data must carry context, meaning, lineage, and trust across hybrid environments.

Agents demand speedy resolution.

Data issues that were fixed in hours now have to resolve in seconds or minutes.

Agents demand autonomous actions on data.

Humans can't be in every loop. Systems must act on their own to deliver what agents need.

Four Levels of Autonomy in Data Platforms

Most platforms operate at Level 1 or 2. Acceldata is delivering Level 4.

LEVEL 01

Single Plane

Lakehouses

Data, compute, and control consolidated inside one vendor's perimeter, bounded by one CSP. Cannot span clouds. No on-prem substrate.

LEVEL 02

Split Plane

Agentic Data Clouds

Data plane federated across clouds. Agent runtime and control plane consolidated in one cloud. Spans clouds. No hybrid support.

LEVEL 03

Federated Plane

Acceldata Foundation (2021–26)

Federated compute runs where data lives. Across clouds and on-premises. Customer-controlled unified control plane. Spans clouds, lakehouse, and on-premises data. Hybrid by default.

LEVEL 04

Autonomous Plane

Acceldata Autonomous Data & AI Platform

Customer controlled unified control plane becomes agentic. Observability, governance, and optimization can run autonomously across a hybrid data estate. Any workload. Trusted data. Anywhere.

The Autonomous Loop

The moment something goes wrong, the platform takes over - surfacing what broke, fixing what it can, and turning every incident into prevention for the next one.

HOW IT WORKS

Observe

Every signal across data, Al, and infrastructure flows into one observability

Detect

Thresholds, policies, and anomaly rules trip automatically - no human in the alert chain.

Diagnose

An autonomous agent walks the lineage, correlates signals, and isolates the root cause.

Act

The fix is applied — or proposed for human approval. Every action logged, every decision auditable.

Verify

The fix is confirmed. The incident becomes a permanent prevention rule.
The loop compounds.

Built as a Platform. Bought as Products.

Every product runs on our unified xLake Data & AI platform. Use one. Use them all. Outcome-oriented, agent-native, and enterprise-proven.

Data & AI Observability

End-to-end visibility into AI agents, hadoop, data quality, pipelines, and platforms.

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Agentic Data Management

Autonomous detection, diagnosis, and resolution across the data estate.

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Agentic Data Engineering

Pipelines that self-build, self-heal, and self-optimize at scale.

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Agentic Runtime

The trusted execution layer for agents operating on enterprise data.

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Data Warehousing

Unified analytical runtime across warehouses, lakes, and streams—no data movement required.

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Data Platform Modernization

Open-source foundation for Hadoop modernization across cloud, on-prem, and hybrid.

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xLake Architecture. Any Data. Every workload.

xLake has a single control plane and multiple compute planes for hybrid environments. Data workloads & agents run where the data resides.

xLake Control Plane

Hosts the products

The agentic brain, fully managed by the customer, hosts every Acceldata product. Orchestrate, govern, and observe your data, AI, and agents end-to-end.

Data Observability

AI Observability

Agentic Data Mgmt

Agentic Data Eng

Agentic Runtime

xLake Compute

Provides the primitives

Federated compute that runs where data lives. Delivers runtime governance, context, observability, policy, and lineage — across cloud, on-prem, and hybrid.

Governance

Context

Observability

Policy

Lineage

Over 1 Trillion Data and Agent Interactions Daily

Proven at massive scale in the most complex hybrid enterprise environments.

Category pioneer

First to define data observability. First to extend it into agentic data management.

Enterprise scale

Runs at exabyte scale inside the most demanding regulated environments.

Runtime governance

Policy that travels with data — not bolted on after the fact.

AI-ready foundation

Built for agentic workloads. Not retrofitted for them.

Trusted by World's Most Data-Intensive Enterprises.

Banks. Life sciences. Telcos. CPG. And every industry that can't afford to get data wrong.

6 of top 12
BANKS

4 of top 10
LIFESCIENCES

3 of top 5
TELCOS

3 of top 5
CPGs

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