Acceldata
The Autonomous Platform for Data and Agentic AI.

Acceldata is an enterprise-grade autonomous data and AI platform that provides observability, governance, and runtime control for data workloads and AI agents across hybrid cloud and on-premises environments. The platform operates through an autonomous loop that detects, diagnoses, and resolves data issues without human intervention. It is structured as a unified xLake architecture with modular products covering data observability, agentic data management, engineering, and warehousing.
The platform uses a federated xLake architecture with a unified control plane and distributed compute planes that run where data lives, enabling autonomous detect-diagnose-act loops across hybrid environments.
Enterprise data teams managing complex hybrid cloud and on-premises data environments
Background.
- Status
- launched
- Business model
- freemium
- Company
- Acceldata
- Launched
- 2021
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