Acceldata is an observability platform that helps businesses shift left and monitor proactively, enabling data teams and BI users to trust their insights again. It surfaces issues before they hit the dashboard by embedding data quality checks directly into pipelines, detecting nulls, duplicates, mismatches, and rule violations at every stage. Acceldata also integrates deeply with leading BI platforms like Tableau, Power BI, and Looker, providing visibility into whether the data in dashboards is trustworthy or not. The platform offers flexible deployment models, including Pushdown for moderate datasets and ScaleOut for heavy workloads, allowing enterprises to tailor execution based on workload type, data locality, and cost/performance constraints. Additionally, Acceldata provides AI-driven anomaly detection and root cause analysis, enabling analysts to catch unusual patterns across metrics, dimensions, and time windows and pinpoint the root cause of problems. The platform also offers end-to-end observability into infrastructure and pipeline monitoring, allowing businesses to detect issues before they become data quality problems. By using Acceldata, businesses can take control of their dashboards and ensure that analytics are delivered with trust and accuracy.