Name: Bigeye AI Trust Platform
Rating: 4.4 (23 reviews)

Overview

Product Information on Bigeye AI Trust Platform

Updated 25th November 2024

What is Bigeye AI Trust Platform?

Bigeye is the data observability platform for large enterprises. Bigeye Data Observability strengthens data reliability by empowering data teams to quickly monitor, identify and resolve incidents across their entire enterprise data stack, including modern, legacy and hybrid environments. Our data observability platform is powered by cross-source column-level lineage that enables the automation of core observability workflows, helping data teams to quickly identify data incident impact and find root cause. Leading data driven enterprises use Bigeye to improve data trust and ensure the data powering their business stays reliable by default.

Overall experience with Bigeye AI Trust Platform

Procurement Associate

<50M USD, Construction

FAVORABLE

“Automated Data Quality Monitoring Enhances Visibility ”

5.0

May 7, 2026

Implementation was smooth and the platform quickly improved our data monitoring process. The dashboard is user-friendly and has helped our team identify issues faster than before.

Data Analyst

Gov't/PS/ED 5,000 - 50,000 Employees, Education

CRITICAL

“Comprehensive Anomaly Detection and Lineage Features Offset by Challenging Cost Structure”

3.0

Apr 8, 2026

Bigeye does a lot of things well at enterprise scale. Anomaly detection and lineage coverage are genuinely strong. The cost structure, though, is difficult to defend to leadership

About Company

Company Description

Company Details

Year Founded

2019

Head office location

San Francisco, United States

Number of employees

11 - 50

Website

https://www.bigeye.com/

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Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

User Sentiment About Bigeye AI Trust Platform

Reviewer Insights for: Bigeye AI Trust Platform

Bigeye AI Trust Platform Likes & Dislikes

The automated data quality monitoring and alert system is very useful. It gives better visibility into data without constant manual checks.

ML-based monitoring catches distribution shifts we'd have missed manually. Freshness and volume checks across Snowflake tables work reliably. The lineage graph helps our team trace issues upstream quickly.

Data lineage capability Ability to configure and infer business rules for data in lakehouse Tracking of Metadata

Some features require technical knowledge to configure properly. Initial setup and customization also took more time than expected for our team.

Pricing isn't transparent and scales faster than expected. Smaller initiatives on our team can't access it at all. We've had to limit coverage just to manage the bill.

Data governance capabilities were very limited Insurance specific capabilities were non-existent (domain specialization was lacking) Training and learning modules could be better structured

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Bigeye AI Trust Platform Reviews and Ratings

Recommended Gartner Insights

Market Guide for Data Observability Tools

<50M USD

Construction

Review Source

Automated Data Quality Monitoring Enhances Visibility

AVP, DATA AND ANALYTICS

50M-1B USD

Insurance (except health)

Evaluating Data Observability Features and Limitations in BigEye Platform

4.0

May 1, 2026

BigEye is primarily used for data observability at our organization. It has proven well for business usecases for monitoring and tracking data quality and observability. Specifically, it has provided capability for business users to have self-service capabilities around data quality and observability

Designer

Healthcare and Biotech

Reliable and automated data quality monitoring for our team.

Apr 3, 2026

Bigeye is a solid tool for monitoring our data. It catches anomalies quickly before they reach our reports. The automated alerts are very helpful for our daily data quality checks.

Gov't/PS/Ed

Education

Comprehensive Anomaly Detection and Lineage Features Offset by Challenging Cost Structure

Customer Service & Support Associate

Consumer Goods

Visibility Into Data Quality Provided With Notable Setup and Adjustment Requirements

Apr 23, 2026

Overall it has been very positive. Does a strong job of identifying data issues prior to them impacting reporting systems. The monitoring capabilities are effective in giving great visibility to data health

Overview

Product Information on Bigeye AI Trust Platform

What is Bigeye AI Trust Platform?

Bigeye AI Trust Platform Pricing

Bigeye AI Trust Platform Product Images

Overall experience with Bigeye AI Trust Platform

“Automated Data Quality Monitoring Enhances Visibility ”

“Comprehensive Anomaly Detection and Lineage Features Offset by Challenging Cost Structure”

About Company

Company Description

Company Details

Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

User Sentiment About Bigeye AI Trust Platform

Reviewer Insights for: Bigeye AI Trust Platform

Bigeye AI Trust Platform Likes & Dislikes

Top Bigeye AI Trust Platform Alternatives

Peer Discussions

Bigeye AI Trust Platform Reviews and Ratings

Recommended Gartner Insights

About Company

Company Description

Company Details

User Sentiment About Bigeye AI Trust Platform

Reviewer Insights for: Bigeye AI Trust Platform

Bigeye AI Trust Platform Likes & Dislikes

Top Bigeye AI Trust Platform Alternatives

Bigeye AI Trust Platform Reviews and Ratings

1. Monte Carlo

2. IBM watsonx.data integration

3. Soda

Automated Data Quality Monitoring Enhances Visibility

Evaluating Data Observability Features and Limitations in BigEye Platform

Reliable and automated data quality monitoring for our team.

Comprehensive Anomaly Detection and Lineage Features Offset by Challenging Cost Structure

Visibility Into Data Quality Provided With Notable Setup and Adjustment Requirements

4.4

(23 Ratings)

Rating Distribution

Customer Experience

Product Capabilities