Everything you need to build, govern, and scale data and AI workloads—one unified platform.
Monitor, detect, and resolve data and AI issues with end-to-end observability across pipelines.
Build, orchestrate, and run data pipelines with intelligent agents that automate the entire engineering workflow.
Query your lakehouse in-place with Velox-accelerated performance. 10x faster than traditional warehouses.
Distributed training, high-throughput inference, and GPU notebooks—everything you need for production AI.
Build, deploy, and manage intelligent agents to automate and optimize data operations.
An open-source data platform for Hadoop modernization, flexibility, and long-term control.
Browse solutions to help you solve the complex business challenges unique to your industry.
"PhonePe’s data infrastructure reliability initiative would never have been possible without Acceldata.”
Browse materials to help you access the tools, guides, and insights essential to your workflows.
How to assess AI data readiness across four stages.
Learn about our mission, leadership, and vision driving modern data operations forward.
How to assess AI data readiness across four stages.
Browse solutions to help you solve the complex business challenges unique to your industry.
"PhonePe’s data infrastructure reliability initiative would never have been possible without Acceldata.”
Browse materials to help you access the tools, guides, and insights essential to your workflows.
How to assess AI data readiness across four stages.
Learn about our mission, leadership, and vision driving modern data operations forward.
How to assess AI data readiness across four stages.
Everything you need to build, govern, and scale data and AI workloads—one unified platform.
Monitor, detect, and resolve data and AI issues with end-to-end observability across pipelines.
Build, deploy, and manage intelligent agents to automate and optimize data operations.
Build, orchestrate, and run data pipelines with intelligent agents that automate the entire engineering workflow.
Query your lakehouse in-place with Velox-accelerated performance. 10x faster than traditional warehouses.
Distributed training, high-throughput inference, and GPU notebooks—everything you need for production AI.
An open-source data platform for Hadoop modernization, flexibility, and long-term control.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse sollicitudin mi
Monitor, detect, and resolve data issues with end-to-end observability across pipelines.
Monitor, detect, and resolve data issues with end-to-end observability across pipelines.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse sollicitudin mi nibh
AI-powered observability and optimization for Hadoop and big data environments.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse sollicitudin
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse so
An open-source data platform for Hadoop modernization, flexibility, and long-term control.
Your solution to unseen data problems that affect patient safety, clinical trials, R&D and regulatory compliance.

Your solution to unseen data problems that affect patient safety, clinical trials, R&D and regulatory compliance.



Accurate Data Collection
Ensure precision in clinical trial data with automated data discovery, classification and continuous real-time monitoring.
Improved Compliance
Meet regulatory requirements efficiently with automated data integrity and quality checks throughout your data landscape and across all your complex data pipelines.


Automated Compliance Tracking
Simplify adherence to complex regulatory policies with proactive continuously-on monitoring using automated rules.
Policy Integration
Seamlessly integrate and enforce regulatory policies within operational workflows and data pipelines by identifying previously unknown gaps in coverage and using an easily extensible policies and rules framework.
Real-Time Alerts on Transmission Anomalies & Issues
Ensure consistency & high SLAs of R&D for medical devices, reduce manual error-prone efforts, and swiftly address device performance issues, with continuous monitoring of production data, pipelines and infrastructure, automatic anomaly detection and data reconciliation.
Enhanced Reliability
Ensure consistent device performance with continuous monitoring and diagnostics of your data pipelines & infrastructure and resolve with detailed RCA and audit trails.

Enhance Clinical Trials, Drug Discovery, and Compliance with Acceldata
Download Brief

Improve Patient Care
Shift-left data quality checks with actionable data insights and automated recommendations to enhance the accuracy and reliability of data from the outset, and reduce errors by fixing issues early in the data supply chain.
Streamlined Processes
Improve response times and patient SLAs with enhanced effectiveness of corrective and preventive actions through OOTB controls, extensible rules and automated remediation & auditable data.
Enhanced Accuracy & Control
Gain real-time access to diagnostic test results for faster decision-making, and reduce errors and inconsistencies with continuous visibility into your data, pipelines and infrastructure.
Increased accuracy of AI/ML models
Deliver fresh, good-quality data to your AI/ML models to improve model accuracy and enhance diagnostic precision, leading to faster and more reliable patient outcomes


Complete Data Tracking
Minimize human errors and time lags with automatic data lineage mapping, comprehensive tracking & traceability throughout your research processes from system of origin to consumption.
Enhanced Reproducibility
Ensure the reproducibility of research findings with detailed data history and traceability, and reduce AI/ML model rework and retraining costs with continuous checks and balances in your data and pipelines.
Products
Data & AI ObservabilityAgentic Data EngineeringCost OptimizationData WarehousingAgentic RuntimeAgentic Data ManagementData Platform ModernizationPlatform
Platform OverviewGet CertifiedCapabilities
PlanningAnomaly DetectionObservabilityDiscoveryCompare Acceldata
Acceldata vs ClouderaAcceldata vs Monte Carlo DataAcceldata vs BigeyeAcceldata vs DQ LabsAcceldata vs AnomaloAcceldata vs SlingshotAcceldata + CollibraEverything you need to build, govern, and scale data and AI workloads—one unified platform.
Monitor, detect, and resolve data and AI issues with end-to-end observability across pipelines.
Build, orchestrate, and run data pipelines with intelligent agents that automate the entire engineering workflow.
Query your lakehouse in-place with Velox-accelerated performance. 10x faster than traditional warehouses.
Distributed training, high-throughput inference, and GPU notebooks—everything you need for production AI.
Build, deploy, and manage intelligent agents to automate and optimize data operations.
An open-source data platform for Hadoop modernization, flexibility, and long-term control.
Browse solutions to help you solve the complex business challenges unique to your industry.
"PhonePe’s data infrastructure reliability initiative would never have been possible without Acceldata.”
Browse materials to help you access the tools, guides, and insights essential to your workflows.
How to assess AI data readiness across four stages.
Learn about our mission, leadership, and vision driving modern data operations forward.
How to assess AI data readiness across four stages.
Browse solutions to help you solve the complex business challenges unique to your industry.
"PhonePe’s data infrastructure reliability initiative would never have been possible without Acceldata.”
Browse materials to help you access the tools, guides, and insights essential to your workflows.
How to assess AI data readiness across four stages.
Learn about our mission, leadership, and vision driving modern data operations forward.
How to assess AI data readiness across four stages.
Everything you need to build, govern, and scale data and AI workloads—one unified platform.
Monitor, detect, and resolve data and AI issues with end-to-end observability across pipelines.
Build, deploy, and manage intelligent agents to automate and optimize data operations.
Build, orchestrate, and run data pipelines with intelligent agents that automate the entire engineering workflow.
Query your lakehouse in-place with Velox-accelerated performance. 10x faster than traditional warehouses.
Distributed training, high-throughput inference, and GPU notebooks—everything you need for production AI.
An open-source data platform for Hadoop modernization, flexibility, and long-term control.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse sollicitudin mi
Monitor, detect, and resolve data issues with end-to-end observability across pipelines.
Monitor, detect, and resolve data issues with end-to-end observability across pipelines.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse sollicitudin mi nibh
AI-powered observability and optimization for Hadoop and big data environments.
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse sollicitudin
Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse so
An open-source data platform for Hadoop modernization, flexibility, and long-term control.
Poor data quality risks lives, delays trials, inflates costs, and undermines compliance. Fix it fast with AI-powered observability.






Siloed trial, genomic, and commercial data erode confidence and delay breakthroughs. Acceldata unifies pipelines to boost data quality, power confident decisions, and support compliance-readiness across life sciences.
Fix what’s broken–Fast.
Disconnected systems fragment research data, hindering insights and collaboration.
Slower drug discovery and delayed regulatory submissions.
Meeting FDA, EMA, and GxP standards demands robust audit trails and data integrity.
Risk of non-compliance and submission setbacks.
Competitive markets require accurate, actionable data without sacrificing quality.
Lost revenue and market share.
Inconsistent or incomplete data undermines decisions, trials, and scientific rigor.
Failed trials and wasted R&D investment.

Build confidence in every pipeline—from discovery to delivery.

Drive trusted data at every stage—from lab to launch.
Isolated datasets slow breakthroughs and stall AI models.
Inconsistent trial data risks audits and submission delays.
Disconnected MES and ERP systems hinder traceability and QA.
Fragmented claims and HCP data reduce pricing and forecasting accuracy.
Data gaps increase audit risks.
Drive smarter outcomes—from architecture to analytics.
See how data teams deliver results with Acceldata.
Built for scale, compliance, and AI-ready pipelines.

Unify pipelines, validate data, and deliver insights—at scale.
Turn trust Into your competitive edge.

Build audit-ready pipelines for HIPAA, GxP, 21 CFR Part 11, ESRS compliance.
Connect Snowflake, Databricks, Veeva Vault, Medidata, and more for unified data flows.
Operates at the metadata level to ensure privacy without touching raw patient data.
AI-powered observability across data, pipeline, cost, infra and user at petabyte scale.
Unify and validate ESG data for ESRS and CSRD sustainability disclosures.
Support spans clinical trials, genomics, supply chain, commercial operations, compliance, and more—across cloud, on-premise, and hybrid environments.
Products
Data & AI ObservabilityAgentic Data EngineeringCost OptimizationData WarehousingAgentic RuntimeAgentic Data ManagementData Platform ModernizationPlatform
Platform OverviewGet CertifiedCapabilities
PlanningAnomaly DetectionObservabilityDiscoveryCompare Acceldata
Acceldata vs ClouderaAcceldata vs Monte Carlo DataAcceldata vs BigeyeAcceldata vs DQ LabsAcceldata vs AnomaloAcceldata vs SlingshotAcceldata + Collibra


