As software systems become increasingly distributed, understanding what happens inside them is becoming fundamentally harder. More services, more dependencies, more telemetry – but less clarity. The challenge is no longer collecting data. It’s making sense of it.
The problem
Observability is hitting a cost and complexity wall. Telemetry data is growing rapidly as systems become more dynamic, driving both operational overhead and spend. This is already visible in practice: most users struggle with the cost and complexity of their monitoring environments.
This creates a structural tension:
- Legacy platforms scale pricing with data volume, making costs increasingly unpredictable
- More data requires more effort to interpret – not less
As a result, teams are forced into trade-offs between visibility, cost, and operational simplicity.
The solution
Dash0 approaches observability differently. Instead of layering tools on top of growing data volumes, it simplifies the underlying architecture and rethinks how telemetry is handled end-to-end.
At its core, Dash0 combines an OpenTelemetry-native data layer with AI-native workflows. Telemetry is structured and reduced at the source, and then interpreted through Agent0 – a set of specialized AI agents embedded directly into the observability workflow.
The result is a clear shift: From collecting more data → to understanding systems faster.
What makes Dash0 different
Dash0’s differentiation is structural:
- OpenTelemetry-native architecture
Built around the emerging standard for telemetry, enabling consistent data collection and reducing vendor lock-in - Efficiency over ingestion
Dash0’s “Intelligent Edge” processes data before ingestion – reducing volume and cost, with deployments showing up to 95% less data ingested - AI embedded into workflows
“Agent0” supports engineers in troubleshooting, query generation, and analysis directly within the product - Transparent, usage-based pricing
Directly tied to telemetry signals, addressing one of the biggest pain points in the market: cost predictability
Combined, this results in a platform that is simpler, more efficient, and better aligned with how modern systems are built and operated.
The team
Dash0 is led by Mirko Novakovic, founder of Instana, which was acquired by IBM for approximately $500 million. He is one of Europe’s most successful entrepreneurs, with a rare ability to consistently build outstanding companies.
With nearly three decades of experience in observability, Mirko has built and scaled category-defining products and navigated multiple platform shifts. We believe this experience is particularly relevant in a market that is being redefined in real time.
Looking ahead
Observability is entering a new phase, shaped by OpenTelemetry as the default data layer and AI as the interface for operating systems. We believe the next generation of market leaders will not be defined by better dashboards, but by owning the system-of-record for clean, cost-efficient telemetry – and building AI-native workflows on top of it.
Dash0 is structurally aligned with that shift: a modern telemetry foundation, intelligent signal control, and AI-native workflows embedded directly into the product.
We believe Dash0 has the potential to become a category-defining platform for cost-efficient, AI-native observability at scale.