Acceldata

Acceldata is an agentic data management platform that unifies data observability, governance, performance optimization, and AI operations across hybrid and multi-cloud environments. It provides end-to-end visibility into data pipelines, data quality, and infrastructure, enabling teams to detect, diagnose, and resolve issues before they impact downstream analytics or AI workloads. The platform continuously monitors data freshness, schema changes, lineage, and usage patterns, helping organizations maintain reliable, trustworthy data at scale.

Key capabilities include automated anomaly detection on data and compute, cost and resource optimization for data platforms such as Snowflake, Databricks, and cloud warehouses, and detailed lineage to understand dependencies across datasets, jobs, and services. Acceldata also supports policy-based data governance, access controls, and compliance reporting by integrating technical metadata with business context.