Dash0 is a modern cloud-native observability platform built on OpenTelemetry for traces, metrics, and logs.
About
Dash0 is a modern observability platform designed from the ground up for cloud-native environments, built on the OpenTelemetry standard to deliver unified visibility into traces, metrics, and logs. The platform is engineered to provide the depth and power required by engineering teams managing complex distributed systems, while maintaining the simplicity and developer experience that accelerates adoption across organizations.
Built with OpenTelemetry as its foundation, Dash0 embraces the industry-wide shift toward open observability standards. This means engineering teams can instrument their applications using OpenTelemetry SDKs available in all major programming languages and immediately start sending data to Dash0 without proprietary agents or vendor-specific libraries. The commitment to open standards also ensures that organizations are never locked into a single vendor, preserving flexibility for future tooling decisions.
Distributed tracing in Dash0 provides deep visibility into request flows across microservices, APIs, databases, and external dependencies. Each trace captures the complete request lifecycle as a hierarchical tree of spans, showing where time was spent and where errors or anomalies occurred. The trace explorer enables engineers to search, filter, and analyze traces with millisecond precision, making it possible to identify subtle performance bottlenecks that would otherwise remain hidden.
Metrics collection and analysis in Dash0 handles both infrastructure-level metrics (CPU, memory, disk, network) and application-level custom metrics. The platform supports high-cardinality metrics without degradation in query performance, which is critical for environments where teams track metrics across many dimensions like service instances, deployment versions, geographic regions, and customer segments.
Log management completes the three pillars of observability in Dash0. Application logs are ingested, indexed, and made searchable with powerful query capabilities. Logs are automatically correlated with traces and metrics based on shared attributes like trace IDs, service names, and timestamps, enabling engineers to move fluidly between different types of telemetry data when investigating incidents.
The user interface in Dash0 is designed with engineering workflows in mind. Dashboards are flexible and customizable, supporting a wide range of visualization types including time-series charts, heat maps, service topology maps, and table views. The query editor supports both a guided visual mode for quick explorations and an advanced mode for complex analytical queries.
Alerting and incident management features allow teams to define sophisticated alert conditions based on any combination of traces, metrics, and logs. Multi-condition alerts, anomaly detection, and trend-based alerting reduce false positives while ensuring teams are notified about genuine issues promptly. Alert routing integrates with Slack, PagerDuty, OpsGenie, and email.
Dash0 is designed with a strong focus on cost efficiency. The platform's storage architecture and data compression techniques minimize the infrastructure costs associated with storing large volumes of observability data. Teams can define retention policies that balance data availability with storage costs, keeping hot data for rapid querying while archiving older data cost-effectively.
Kubernetes support in Dash0 is comprehensive, with auto-discovery of workloads, automatic instrumentation of pods, and detailed visibility into cluster health, resource utilization, and deployment events. The platform surfaces Kubernetes-specific signals alongside application telemetry, providing a unified view of the entire deployment environment.
Security and compliance features include role-based access control (RBAC), audit logging, data residency options, and encryption in transit and at rest. These capabilities ensure that Dash0 can be deployed in organizations with strict security and compliance requirements.
For platform engineering teams building internal developer platforms, Dash0 provides APIs and Terraform providers that enable observability infrastructure to be managed as code, integrated into existing GitOps workflows and infrastructure automation pipelines.
Dash0 represents a next-generation approach to observability - open standards based, developer-friendly, and built to scale with the most demanding production environments.
Positioning
Dash0 is a Berlin-based cloud-native observability platform built from the ground up on OpenTelemetry, positioning itself as the first observability solution that treats OTel as a first-class citizen rather than an afterthought. While established players like Datadog and New Relic have bolted on OpenTelemetry support to their proprietary agent-based architectures, Dash0's entire stack is designed around OTel's data model, semantic conventions, and collection pipeline — delivering a seamless experience for teams that have standardized on open telemetry.
Founded by observability veterans including former Instana engineers, Dash0 focuses on providing exceptional performance monitoring for Kubernetes environments with minimal configuration. The platform automatically discovers services, correlates metrics, traces, and logs, and provides AI-powered root cause analysis — all while keeping data in EU-hosted infrastructure, making it particularly attractive for European organizations with data sovereignty requirements.
What You Get
- OpenTelemetry-Native Platform
Full support for OTel metrics, traces, and logs with automatic instrumentation via the Dash0 Kubernetes operator — no proprietary agents required. - Kubernetes Monitoring
Automatic discovery and monitoring of Kubernetes workloads with pod-level metrics, node health, deployment tracking, and resource optimization recommendations. - Distributed Tracing
End-to-end trace visualization with service maps, latency breakdowns, error analysis, and automatic correlation with related logs and metrics. - AI-Powered Root Cause Analysis
Automated anomaly detection and root cause identification that correlates signals across metrics, traces, and logs to accelerate incident resolution. - EU Data Residency
Data hosted exclusively in European data centers, meeting GDPR and data sovereignty requirements without compromise on features or performance.
Core Areas
OpenTelemetry Observability
Purpose-built platform for organizations that have adopted OpenTelemetry as their instrumentation standard, providing the best possible OTel experience.
Kubernetes & Cloud-Native Monitoring
Deep integration with Kubernetes environments with automatic service discovery, resource monitoring, and workload-aware alerting.
European Observability
EU-hosted observability platform for organizations that require European data residency without accepting a feature or performance penalty.
Why It Matters
OpenTelemetry has become the CNCF's second-most-active project after Kubernetes, with most organizations adopting it as their instrumentation standard. Yet existing observability platforms treat OTel data as just another input format, missing the opportunity to leverage its rich semantic conventions and data model. Dash0 is built to take full advantage of what OpenTelemetry provides.
For European organizations, Dash0 solves a real problem: most leading observability platforms are US-based and process data in US data centers. Dash0 provides a technically competitive alternative with guaranteed EU data residency, making it possible to adopt modern observability without data governance compromises.
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