Question: I need a system that can provide real-time alerts for data anomalies and help me make data-driven decisions.

Metaplane is a full-featured data observability system with automated end-to-end monitoring, ML-based anomaly detection and real-time alerts when the schema changes. It integrates with many of the tools in the modern data stack, so data observability is within reach of teams of any size. The system cuts down on time spent triaging data problems, increases data trust and improves collaboration.

Edge Delta offers automated observability and anomaly detection through AI-based analysis, and lets you control data ingest, enrichment and routing. It offers automated real-time insights and high-performance log data querying. Its distributed architecture and user interface means Edge Delta is good for teams that want to monitor log data and Kubernetes metrics without a lot of setup.

Baresquare is an AI-based analytics system that gives you daily business insights and can spot trends, anomalies and revenue-affecting blindspots. It's got 24/7 anomaly detection, smart alerts and AI-based analytics that get smarter over time. Baresquare integrates with common collaboration tools and offers no-code apps, so it's good for teams that want to simplify data operations and drive growth.