Monitoring platforms that detect data pipeline failures, anomalies, and quality issues before they impact downstream consumers.
Datadog is a cloud-scale monitoring and analytics platform that provides full-stack observability for infrastructure, applications, logs, and security. It unifies metrics, traces, and logs i...
Axiom is a log management and observability platform offering unlimited data ingest, fast querying, and real-time dashboards at a fraction of the cost of traditional log analytics tools.
AI-powered data and model monitoring platform detecting anomalies in data quality and ML performance.
AppDynamics, a Cisco company, provides application performance monitoring and business observability that correlates IT performance with business outcomes in real time.
Open source dbt data observability platform with anomaly detection
Real-time data quality platform using ML to detect anomalies and data drift in streaming pipelines.
Data access control and observability for modern cloud-native data stacks.
Acceldata provides enterprise-scale data observability covering data quality, pipeline reliability, and compute optimization across multi-cloud data environments.
Data visualization and quality platform for AEC and enterprise data teams.
AI-powered Snowflake query optimization and cost reduction platform.
OpenTelemetry-native observability platform providing metrics, traces, and logs with intelligent insights for cloud-native applications.
AI observability platform providing data and model monitoring with drift detection and anomaly identification.
Automated data discovery and lineage platform mapping how data flows across databases and BI tools.
HashiCorp Consul provides service discovery, service mesh, and configuration management for distributed systems across clouds and runtimes.
DataOps suite for ETL testing, data quality, and BI validation across enterprise pipelines.
Automated data lineage scanner for 50+ data technologies.
Data observability and governance platform monitoring data quality, freshness, and schema changes across sources.
Snowflake performance and FinOps observability platform for data teams.
Data contracts platform automating shift-left data reliability across producers and consumers.
Snowflake observability platform with cost, query, and workload monitoring.
Open-source ML monitoring tool for evaluating, testing, and monitoring data and model quality in production.
Full-stack data platform combining ETL and observability for mid-market companies.
Dagster is an open-source data orchestration platform for building, testing, and maintaining data pipelines with integrated lineage, observability, and asset-based workflows.
No-code data observability platform providing automated monitoring and anomaly detection for data teams.
Company behind Great Expectations offering a commercial cloud service for data quality.
Code-level data lineage and governance platform scanning SQL and pipeline code for impact analysis.
Observability platform that automatically discovers service topology and applies knowledge graphs for intelligent root cause analysis.
Open source real time data observability platform for data pipelines
Modern data orchestration platform combining lineage, alerting, and pipeline management in a single control plane.
DataOps observability platform with automated testing and orchestration for data teams.
DataHub is an open-source metadata platform for data discovery and governance.
Data observability platform providing real-time monitoring and root cause analysis for data pipeline issues.
Data incident management platform helping teams prioritize data issues based on business impact.
Data reconciliation and quality platform for migration and testing.
ML observability platform for monitoring model performance and data integrity with customizable metrics.
AI-powered data quality monitoring platform detecting anomalies and issues across the data warehouse.
Kloudfuse provides a unified observability platform that combines metrics, logs, traces, and events in a self-hosted or cloud deployment at a fraction of the cost of commercial alternatives.
Automated data privacy platform that discovers personal data flows across microservices and APIs to help organizations maintain privacy compliance in real time.
Snowflake cost monitoring and optimization platform for data teams.
Data operations platform for Apache Kafka with workflow automation for data pipeline management and monitoring.
Mezmo provides a telemetry pipeline platform that helps organizations control, route, and optimize their observability data including logs, metrics, and traces.
Snowflake optimization and governance platform focused on cost and performance.
Data quality observability platform with ML-powered anomaly detection and automated incident management.
AI-powered SQL query optimization for MySQL and Postgres.
Kentik provides network observability with flow data analysis, synthetics monitoring, and AI-driven insights for modern multi-cloud and hybrid networks.
Data pipeline observability platform delivering cross-platform monitoring and incident response.
Alerting and observability platform for monitoring business metrics across data sources.
Pipeline observability platform by IBM for monitoring data workflows, quality, and pipeline performance.
Autonomous data operations cloud monitoring warehouse cost, quality, and reliability.
Data observability and lineage platform for warehouse cost and quality.
Metaplane provides ML-based data observability with automated anomaly detection and lineage tracking, now part of Datadog's broader observability suite.
Data observability platform providing automated data quality monitoring with drift detection and alerting.
Soda provides data quality testing using declarative check language.
SaaS availability and performance observability platform for third-party services.
Cribl provides a data engine for IT and security teams that collects, parses, routes, and enriches observability data from any source to any destination.
Data observability platform for Google BigQuery with pipeline monitoring and anomaly detection.
Multi-cloud FinOps and cost optimization platform across AWS, GCP, and Azure.
AI-powered data quality platform inferring quality rules from data patterns and monitoring for anomalies.
Warehouse optimization platform automatically tuning Snowflake and other data clouds.
Data monitoring platform providing automated testing and alerting for Snowflake and BigQuery data warehouses.