Intelligence to help you deliver trusted data
bigAI helps you resolve incidents faster. It helps you identify proactive improvements to make in your pipelines. And it's built with enterprise grade security and privacy in mind.
The tools may provide recommendations based on root cause analysis results. Only vendors with advanced technologies offer this feature in their data observability tools, and recommendations aren’t always available for all types of issues. This is a differentiating factor among vendors”
Resolve Data Incidents Faster
bigAI analyzes incidents as they occur and recommends next steps to cut down resolution times and reduce business impact.
Faster Resolutions
Get resolution steps tailored to your specific incident. bigAI looks at anomaly details, data lineage, public documentation, and other signals to give incident responders insightful steps to take.
Comprehensive Insights
bigAI will analyze the impacted dataset as well as upstream ETL jobs to provide detailed and actionable suggestions for the incident responder. Users without advanced data access permissions will see reduced but still helpful suggestions.
Better Over Time
Every incident you resolve stores more historical context to be used the next time recommendations are needed, allowing bigAI to improve your suggestions the more you use it.
Prevent Future Issues
Proactive improvements to your data pipelines can prevent problems from occurring at all. bigAI identifies areas of improvement in your pipeline code so your team can get ahead of it.
Prevent Errors
bigAI analyzes your pipeline job code to suggest improvements that help prevent or reduce errors from impacting your pipelines, like error handling and defensive patterns that prevent fan-outs and other issues.
Improve Job Performance
bigAI suggests changes to your join conditions, predicates, and other job elements to improve job run times without altering business logic.
Works with dbt
bigAI can analyze dbt Core and Cloud jobs to provide recommendations. Support for other ETL platform providers is coming soon.
Enterprise-Grade Security and Privacy
bigAI was designed with enterprise grade security and privacy practices in mind from the start, not as an afterthought.
Secure Processing
bigAI runs completely inside our secure AWS-hosted environment and never sends your data to third parties like OpenAI or Anthropic. Your data is only stored inside your existing Bigeye workspace. None of your data is ever used for model training or tuning.
Permissions Aware
bigAI respects your existing role-based access controls. Restricted mode gives users useful information while avoiding any sensitive information. Advanced mode gives users more detailed information to help with root cause analysis.
Enterprise Security and Privacy
bigAI runs on AWS Bedrock which never sends your data outside of Bigeye’s private infrastructure and never uses your data for model training or tuning.
Explore the Bigeye data observability platform
Gartner, Market Guide for Data Observability Tools, 25 June 2024, Melody Chien, Jason Medd, Lydia Ferguson, Michael SimoneGartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally and is used herein with permission. All rights reserved.