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Acceldata All-in-One Enterprise Data Observability

Acceldata
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Home: https://www.acceldata.io

Social:
  • #data quality
  • #data pipelines
  • #cost-optimization
  • #Data Reliability
  • #data governance
  • #Cloud Data

What is Acceldata?

Acceldata offers a comprehensive data observability platform designed to help organizations manage and optimize their data ecosystems. The platform provides tools for monitoring data pipelines, ensuring data quality, and controlling data-related costs.

It seamlessly integrates with various cloud platforms, data warehouses, and BI tools, offering a unified view of data health across the entire data stack. This allows for proactive issue detection and resolution, improved data reliability, and optimized resource utilization.

Features

  • Data Quality Observability: Automated, real-time quality checks with no-code/low-code rules and smart suggestions.
  • Data Pipeline Observability: Proactive monitoring of pipelines from landing zone to consumption, with auto-discovery and mapping of pipeline flows.
  • Data Infrastructure Observability: Optimize resource utilization and maximize AI returns.
  • Data User Observability: Observing data user behavior.
  • Data Cost Observability: Gain visibility into cloud data spending and prevent runaway costs for Databricks and Snowflake.
  • AI Copilot: Helps to improve your data observability.
  • Anomaly Detection: Identifies unusual patterns and deviations in data.
  • Data Reconciliation: Ensures consistency and accuracy across different data sources.
  • RBAC & Enterprise Readiness: Role-based access control.

Use Cases

  • Preventing and resolving data anomalies to ensure high-quality, AI-ready data.
  • Optimizing data pipelines with continuous monitoring, root cause analysis, and data lineage.
  • Right-sizing resources and enhancing infrastructure health to achieve cost efficiency.
  • Monitoring data lineage and usage across pipelines for trustworthy AI models.
  • Improving data reliability by verifying large datasets for data quality.
  • Gaining full visibility across all data processing systems.
  • Automating performance and optimizing data to scale big data environments.

FAQs

  • 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.

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