# Bigeye Reviews **Vendor:** Bigeye **Category:** [Data Observability Software](https://www.g2.com/categories/data-observability) **Average Rating:** 4.1/5.0 **Total Reviews:** 22 ## About Bigeye AI is only as good as the data it runs on. Bigeye is the enterprise AI Trust platform built for data-driven organizations that need confidence in how AI uses their data. A longtime leader in data observability and lineage, Bigeye brings data quality, sensitivity scanning, governance, and runtime policy enforcement together in a single, end-to-end platform. This unified approach gives enterprises full visibility and control over how data is accessed, governed, and acted on by AI. By comprehensively managing data and AI, Bigeye helps teams accelerate AI deployments, improve stakeholder trust, and ensure accuracy, safety, and reliability at scale. Leading organizations including USAA, Zoom, Hertz, Cisco, and Freedom Mortgage rely on Bigeye to keep their data, and the AI built on top of it, reliable by default. ## Bigeye Pros & Cons **What users like:** - Users appreciate the **ease of use** of Bigeye, finding its concepts simple yet offering advanced features for deeper insights. (1 reviews) - Users value the **simplicity and depth** of Bigeye, appreciating both its easy-to-understand concepts and advanced features. (1 reviews) **What users dislike:** - Users express frustration over **limited features** and integrations that do not align with their specific tech needs. (1 reviews) - Users are dissatisfied with the **limited integrations** of Bigeye, which restricts compatibility with their tech stack. (1 reviews) ## Bigeye Reviews ### 1. ETL Monitoring Made Simple **Rating:** 4.0/5.0 stars **Reviewed by:** Jaime W. | Data Platform Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 02, 2025 **What do you like best about Bigeye?** I like how at its core the Bigeye concepts are simple and easy to understand at a glance, buy still manages to offer more technical features for those able to leverage them. **What do you dislike about Bigeye?** There are some features and integrations we're still waiting for that are particular to our tech stack. **What problems is Bigeye solving and how is that benefiting you?** Bigeye is helping us democratize data quality monitoring as well as monitor our data operations. ### 2. Easy to use tool for quick data quality checks **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Enterprise (> 1000 emp.) **Reviewed Date:** March 01, 2024 **What do you like best about Bigeye?** It's easy to create freshness and volume checks. The custom checks via sql have proven value as well. Easy to connect to sources and use the agent **What do you dislike about Bigeye?** workspace management has been a bit much. i have 10 different connections to the same snowflake account. Sales team mightve promised things that engineering/customer support werent ready to deliver. **What problems is Bigeye solving and how is that benefiting you?** data loads from source systems into snowflake. this helps monitor job performance ### 3. Has a lot of potential **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Consulting | Mid-Market (51-1000 emp.) **Reviewed Date:** February 20, 2024 **What do you like best about Bigeye?** I like that it is mostly user friendly and easy to integrate your data into. Customer service is also great **What do you dislike about Bigeye?** Some things could be more intuitive. It can be a big challenge for those not familiar with SQL to learn and understand. **What problems is Bigeye solving and how is that benefiting you?** It is helping us monitor data in our databases. There are lot of moving parts and sometimes nulls can appear when they shouldn't. BigEye is helping with that. ### 4. Using BigEye to check database and model performance **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Sports | Small-Business (50 or fewer emp.) **Reviewed Date:** February 16, 2024 **What do you like best about Bigeye?** Reporting on model predictions and data quality. **What do you dislike about Bigeye?** No major complaints at this time regarding Bigeye. Would be cool to have even more interactive Slack notifications. **What problems is Bigeye solving and how is that benefiting you?** Reports on model performance and data quality. Really like being able to set flags for errors we would sometimes miss. With part of our data eng team based internationally, this allows errors to often be fixed before we even wake up. ### 5. Short experience with bigeye **Rating:** 3.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** February 04, 2024 **What do you like best about Bigeye?** We use bigeye for DAG metrics, validations & monitoring. I like how flexible it is, and how clear its documentations is. **What do you dislike about Bigeye?** I only had a short experience and I was mostly impressed, can't put down any specific downside I found. I'm sure over time I would find some bones to pick. **What problems is Bigeye solving and how is that benefiting you?** Monitoring our DAGs ### 6. Data drift watchdog **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Information Services | Small-Business (50 or fewer emp.) **Reviewed Date:** February 13, 2024 **What do you like best about Bigeye?** I like how easy it is to integrate with current business processes **What do you dislike about Bigeye?** The threading of alerts can be confusing **What problems is Bigeye solving and how is that benefiting you?** If there is an unexpected change in data quality, we will be able to see it ### 7. Using BigEye to monitor snowflake performance **Rating:** 4.5/5.0 stars **Reviewed by:** Verified User in Mental Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** February 13, 2024 **What do you like best about Bigeye?** It's a good tool that can tell me if there's something went wrong with the data like having null values or similar **What do you dislike about Bigeye?** It's a great tool for operational review and acting on errors **What problems is Bigeye solving and how is that benefiting you?** Monitoring the reliability of the pipelines we use across the company ### 8. Real-time data monitoring with Bigeye **Rating:** 5.0/5.0 stars **Reviewed by:** G Santosh K. | Application Development Associate, Small-Business (50 or fewer emp.) **Reviewed Date:** April 18, 2023 **What do you like best about Bigeye?** best about Bigeye include its real-time data monitoring capabilities, automated anomaly detection, and collaborative data investigation tools. Users also appreciate the platform's ease of use and ability to provide detailed data lineage tracking and profiling reports. Additionally, Bigeye's ability to integrate with a range of data sources and platforms is also a popular feature among users. **What do you dislike about Bigeye?** While Bigeye does integrate with a range of data sources and platforms, some users have noted that there are certain integrations that are missing or could be improved. **What problems is Bigeye solving and how is that benefiting you?** Bigeye solves data observability problems by providing real-time monitoring, automated anomaly detection, collaborative investigation tools, and detailed data profiling and lineage tracking. This helps ensure data accuracy, identify and resolve issues quickly, improve collaboration, and inform decision-making for better business outcomes. ### 9. One of the best data observability platforms that I have ever used! **Rating:** 5.0/5.0 stars **Reviewed by:** Verified User in Internet | Small-Business (50 or fewer emp.) **Reviewed Date:** March 28, 2023 **What do you like best about Bigeye?** The BigEye platform allows our data analytics team to detect the latency, freshness, sudden shifts in row counts, and distributional changes on our production tables. BigEye also provides the lineage for impacted tables when alerts are triggered. This is vital to keeping our data pipeline and dashboards accurate and precise. **What do you dislike about Bigeye?** The platform is a bit buggy at times. You can get kicked out of the page you are on and sent back to the home page. **What problems is Bigeye solving and how is that benefiting you?** BigEye monitors our tables and views, allowing us to support our other departments KPI's. So, if the data is old or inaccurate, we will be notified immediately and can perform a root cause analysis to assess the damages caused. After we resolve the issue, we can perform a post-mortem analysis to mitigate the impact if this happens again. ### 10. Bigeye is a data pipeline platform that provides real-time visibility into data pipelines **Rating:** 5.0/5.0 stars **Reviewed by:** Shwetha K. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** April 19, 2023 **What do you like best about Bigeye?** Bigeye is a data pipeline platform, since it is user-friendly and requires no coding, this made us to set up and start using a data quickly and to optimize our data pipelines easily. **What do you dislike about Bigeye?** All the features which is provided by Bigeye platform is amazing, but if I want to point out one drawback over there is, since Bigeye platform is paid service, and the cost may be a consideration for smaller organizations like us. **What problems is Bigeye solving and how is that benefiting you?** In our project we were facing to debug the pipeline in that case, Bigeye amazing platform helped us by enabling data teams to monitor, troubleshoot, and optimize our data pipelines This benefited us by providing end-to-end visibility and alerts on our issues. ### 11. Great data observability platform with lots of flexibility **Rating:** 4.5/5.0 stars **Reviewed by:** Kenny D. | Small-Business (50 or fewer emp.) **Reviewed Date:** April 07, 2023 **What do you like best about Bigeye?** Bigeye is simple to set up, and flexible enough to monitor any metric on any table, even if the definition is complex. It saves us lots of time debugging data issues. **What do you dislike about Bigeye?** Data Observability is still a new field, so I'm sure there are lots of things to come that will make managing a system like this simpler. **What problems is Bigeye solving and how is that benefiting you?** Bigeye helps us identify and diagnose data problems quickly, whether they are from upstream data changes or real metric changes caused by external events. ### 12. identification of real data **Rating:** 4.5/5.0 stars **Reviewed by:** Linda K. | Operations Management, Enterprise (> 1000 emp.) **Reviewed Date:** January 04, 2023 **What do you like best about Bigeye?** It has been a short time of use with this platform but so far it has been helpful, the statistics of the data have been improved since Bigeye was obtained now it is possible to measure more clearly each data, the postal codes and the longitude and latitude by category more organized **What do you dislike about Bigeye?** Its short time of use has been good, I dislike it is not being able to access prices more quickly and easily, having to contact an advisor that takes away my waiting time **What problems is Bigeye solving and how is that benefiting you?** The workflow has been reduced thanks to Bigeye with its easier to understand statistics to carry out our work based on that, the whole team can access this data easily ### 13. Process and analyse large amount of data **Rating:** 5.0/5.0 stars **Reviewed by:** Sujeeth G. | Senior Software Developer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 18, 2023 **What do you like best about Bigeye?** Bigeye helped our organisation to process and manage the large amount of data with the tool provided by bigeye. Bigeye provides a user friendly platform to manage and visualize data. **What do you dislike about Bigeye?** Sometimes the application feels buggy and there will hassle to manage the application **What problems is Bigeye solving and how is that benefiting you?** Manage the complex data and process the data for observability. ### 14. Used for real data **Rating:** 4.5/5.0 stars **Reviewed by:** Sunil K. | SW/App/Cloud Tech Support Analyst, Small-Business (50 or fewer emp.) **Reviewed Date:** April 17, 2023 **What do you like best about Bigeye?** It can monitor the helath of data pipelines and the quality of the data in them. Also, It can alert users instantly and provide a no-code interfaces to help them fix data issues. **What do you dislike about Bigeye?** There is not negativity about Bigeye, since its is very useful **What problems is Bigeye solving and how is that benefiting you?** Using it in order to get the clear data ### 15. An eye for your data **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Online Media | Mid-Market (51-1000 emp.) **Reviewed Date:** April 06, 2023 **What do you like best about Bigeye?** It helped with the quality of the data and the problems that arise without it. One outage and it will start the root of trust with all applications. Easy to use. **What do you dislike about Bigeye?** It is a very simple platform that fails when we look at advanced controls and features.It sometimes crashes and has a lot of bugs here and there. Needs a lot of performance improvements. **What problems is Bigeye solving and how is that benefiting you?** It helped to track and monitor entire datasets and helped to get on overview in one place. The best part is the integrations they provide like, Hubspot, MySQL, Snowflake, etc. ### 16. Making use of Quality Data **Rating:** 4.0/5.0 stars **Reviewed by:** NIKHIL G. | GCP Data Engineer at TCS, Small-Business (50 or fewer emp.) **Reviewed Date:** March 20, 2023 **What do you like best about Bigeye?** Helps in making the quality data. Easy to create reports on top of the cleaned data. **What do you dislike about Bigeye?** Nothing much. Not more to dislike as interface is user friendly. **What problems is Bigeye solving and how is that benefiting you?** Cleaning the data ### 17. Intelligent Way of Using DATA **Rating:** 3.5/5.0 stars **Reviewed by:** Shashank K. | Data Engineer, Enterprise (> 1000 emp.) **Reviewed Date:** March 28, 2023 **What do you like best about Bigeye?** Has a great framework built for maintaining high-quality data in a much simple organized way. **What do you dislike about Bigeye?** Can improve user interface and functionality **What problems is Bigeye solving and how is that benefiting you?** It is such a huge challenge to organize data and to be able to generate reports. Big eye does a great job in doing that. ### 18. User Friendly Data **Rating:** 4.5/5.0 stars **Reviewed by:** Madhusudhan M. | System Engineer, Mid-Market (51-1000 emp.) **Reviewed Date:** April 14, 2023 **What do you like best about Bigeye?** It is very easy to use and relevant data. **What do you dislike about Bigeye?** It is ver useful for the users and there is no negative reviews about this software. **What problems is Bigeye solving and how is that benefiting you?** Using it to get relevant , clear and useful data. ### 19. Bigeye thisis **Rating:** 4.5/5.0 stars **Reviewed by:** Dhruva G. | IT Solutions Engineer, Small-Business (50 or fewer emp.) **Reviewed Date:** April 19, 2023 **What do you like best about Bigeye?** Monitoring service of your data, present in warehouse using machine learning techniques. **What do you dislike about Bigeye?** I don't find anything which i disliked about this product. **What problems is Bigeye solving and how is that benefiting you?** Data pipeline failures ### 20. Enhancing data quality in deliverables **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.) **Reviewed Date:** March 31, 2023 **What do you like best about Bigeye?** Clean data is the most useful aspect while creating dashboards, this is where bigeye comes in the picture and plays the vital role. **What do you dislike about Bigeye?** It is easy to use, have not found any dislike as of now. **What problems is Bigeye solving and how is that benefiting you?** Data cleansing and organisation with useful insights ### 21. Bigeye helps in the data observability to measure, improve, and communicate data quality clearly. **Rating:** 2.5/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.) **Reviewed Date:** April 04, 2023 **What do you like best about Bigeye?** Bigeye is the data observability platform. **What do you dislike about Bigeye?** It can work on the optimization of costing **What problems is Bigeye solving and how is that benefiting you?** Bigeye is the data observability platform that helps teams measure, improve, and communicate data. ### 22. Qualitative data measured **Rating:** 3.0/5.0 stars **Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.) **Reviewed Date:** January 03, 2023 **What do you like best about Bigeye?** Easy interface, fast solutions, quick reporting. **What do you dislike about Bigeye?** There is very little to dislike. Works as advertised. **What problems is Bigeye solving and how is that benefiting you?** Gives us quality data management insight and helps us measure the data. - [View Bigeye pricing details and edition comparison](https://www.g2.com/products/bigeye/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-13+12%3A08%3A54+-0500&secure%5Bsession_id%5D=7c2c4558-4faa-4276-8c74-2db792fdc0eb&secure%5Btoken%5D=b632c80c4d6f635b3bf776bdba92be4212f1b926a6f34661d1b1bbac535a3c7d&format=llm_user) ## Bigeye Features **Data Management** - Data Integration - Metadata - Self-service - Automated workflows **Functionality** - Real-time Analytics - Data quality monitoring - Automation - End to End visiblity **Agentic AI - DataOps Platforms** - Autonomous Task Execution - Cross-system Integration - Adaptive Learning **Analytics** - Analytics capabilities - Dasboard visualizations **Management** - Anomaly identification - Single pane view - Real-time alerts - Data lineage - Integrations **Monitoring and Management** - Data Observability - Testing capabilities **Generative AI** - AI Text Generation **Cloud Deployment** - Hybrid cloud support - Cloud migration capabilities **Agentic AI - Data Observability** - Autonomous Task Execution - Cross-system Integration - Proactive Assistance **Generative AI** - AI Text Summarization ## Top Bigeye Alternatives - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) - 4.3/5.0 (510 reviews) - [Databricks](https://www.g2.com/products/databricks/reviews) - 4.6/5.0 (740 reviews) - [Hightouch](https://www.g2.com/products/hightouch/reviews) - 4.6/5.0 (392 reviews)