BigID
Data Governance Software
BigID helps you get a clear picture of your entire data landscape, whether your information lives in the cloud, on-premise, or in hybrid environmen
Bigeye is an enterprise data observability platform that helps data engineering teams monitor data quality, detect anomalies automatically, and maintain reliable data pipelines through automated metadata analysis and alerting.
Main Demo Video
Bigeye helps you ensure your data stays reliable and trustworthy across your entire stack. Instead of manually writing thousands of tests, you can use automated monitoring to detect issues like missing values, schema changes, or distribution shifts before they impact your business dashboards. You can connect it to your existing data warehouse and start seeing health metrics immediately without moving your data.
The platform is designed for data engineers and analysts at mid-to-large organizations who manage complex data pipelines. You can track data lineage to see exactly how a broken table affects downstream reports and use the automated root cause analysis to fix problems faster. It integrates directly into your existing workflows with alerts for Slack, PagerDuty, and ServiceNow.
Main dashboard with project overview
Kanban-style task management
Gantt chart timeline view
Workflow automation builder
Stop worrying about silent data failures. Bigeye provides you with deep visibility into your data health through automated monitoring and proactive alerting. Here is how you can maintain high-quality data at scale:
Deploy thousands of data quality metrics automatically without writing manual SQL tests or complex configuration scripts.
Identify outliers and unexpected changes in your data using machine learning models that adapt to your specific patterns.
Map your data journey from source to dashboard so you can see exactly which reports are affected by issues.
Pinpoint the exact source of data failures quickly with detailed metadata insights and historical comparison tools.
Define and monitor data reliability targets to ensure your team meets internal performance and availability standards.
Receive critical notifications in Slack or PagerDuty only when significant issues occur to avoid alert fatigue.
Bigeye uses a custom pricing model tailored to your specific data volume and infrastructure needs. While they do not offer a public self-service pricing table, you can request a personalized demo to see the platform in action. You can also explore their capabilities through a guided proof-of-concept to validate the value for your specific environment.
Based on feedback from data engineering professionals on G2 and PeerSpot, here is what you can expect when using Bigeye:
Perfect for enterprise data engineering teams who need to automate data quality monitoring across large-scale Snowflake, BigQuery, or Databricks environments.
Bigeye is a top-tier choice if you are managing large-scale data operations and struggle with manual data quality checks. You get a sophisticated automation engine that learns your data patterns, which significantly reduces the time your engineers spend on maintenance and troubleshooting.
While the lack of transparent pricing might be a hurdle for smaller teams, the platform's ability to prevent 'data downtime' provides clear ROI for larger organizations. Highly recommended if you need to guarantee data reliability for critical business intelligence and machine learning models.
Comparing options? Here are some popular alternatives to Bigeye:
Data Governance Software
BigID helps you get a clear picture of your entire data landscape, whether your information lives in the cloud, on-premise, or in hybrid environmen
Data Governance Software
Collibra provides a centralized platform to help you find, understand, and trust your data. You can automate data discovery and create a shared lan
Data Governance Software
Atlan acts as a collaborative home for your data team, bringing together data discovery, cataloging, and governance into one workspace. You can aut
Data Governance Software
OvalEdge provides a centralized workspace where you can discover and manage your entire data ecosystem. By crawling your databases, data lakes, and
Data Governance Software
RecordPoint helps you take control of your organization's data without forcing users to change how they work. You can connect the platform to all y
Data Observability Software
Monte Carlo helps you solve the problem of 'data downtime' by providing end-to-end visibility into your data health. You can automatically monitor
Data Observability Software
Metaplane helps you catch data issues before your stakeholders do. By connecting to your existing data stack—including warehouses like Snowflake
Main dashboard with project overview