Data Ops Agents

Can monitor pipelines, perform root cause analysis, auto-post results to Slack, Teams, and repositories, and reduce manual troubleshooting and alert fatigue.
Laptop with genesis dashboard
Use case

How Genesis Data Agents Streamline Data Operations

Operational Monitoring at Scale

Problem
Identifying and resolving data pipeline issues can be difficult to track down, leading to data inconsistencies and downtime.
Solution
Monitor system alerts in real-time, triage root causes by tracking problem lineage and propose resolutions for review.
Genesis agent analyzes the user's problem and then solves it using the “RunDagsterRootCauseAnalysis...” tool.

Data Warehouse Optimization

Problem
Inefficient use of resources leads to performance bottlenecks and wasted spending.
Solution
Genesis can automatically analyze query patterns and warehouse utlization to suggest optimal configurations.
Genesis agent creates tasks in Jira based on correspondence in Slack.

Security Vulnerability Detection

Problem
Unauthorized access to sensitive data resources can slip by traditional rule-based systems.
Solution
Genesis data agents continuously scan system access tables for anomalies such as access from unexpected locations, over-provisioned resources and misconfigured MFA setup.
Genesis agent uses a variety of tools to perform in-depth analysis and ultimately sends an email message titled “Security Alert...”
Key features

Capabilities for Genesis Data Ops Agents

Key features

Capabilities for Genesis Data Ops Agents

Database Tools

Find semantically relevant data sets, run SQL queries, execute Python dataframe code.

Process Runner Tools

Automate and execute multi-step workflows with ease.

Operational Monitoring Tools

Monitor and query data pipelines and system health 24/7 in platforms such as Dagster, DBT, Airflow, etc.

Root Cause Analysis Tools

Quickly diagnose and resolve the causes of pipeline and workflow failures.

Change Order Management

Prepare system changes for human worker review in Jira, git, etc.

Optimize Your Workflow with Genesis Today

Accelerate your data engineering with pre-trained AI agents.
Try It Now
Book a Demo