Overview
Bigeye provides data observability combining ML-based anomaly detection with customizable rules. It offers automated monitoring that learns your data patterns while still allowing manual thresholds for known requirements.
Key Features
- ✓ Auto-thresholds: ML-learned monitoring bounds
- ✓ Custom Rules: Define specific expectations
- ✓ Freshness Tracking: Monitor data timeliness
- ✓ Schema Monitoring: Detect structural changes
- ✓ Lineage: Understand data dependencies
- ✓ Alerting: Slack, PagerDuty, email
Pros
- 👍 Good balance of ML and rules
- 👍 Free tier for getting started
- 👍 Fast setup
- 👍 Intuitive UI
- 👍 Strong alerting options
Cons
- 👎 Less established than Monte Carlo
- 👎 Enterprise features add up
- 👎 Some integrations newer
- 👎 Documentation could improve
Best For
Teams wanting data observability without committing to full enterprise pricing. Good middle ground between DIY and premium solutions.
Founded: 2019 HQ: San Francisco, CA