Production incidents cost time, money, and trust. When systems fail, the investigation process often takes hours longer than it should, not because engineers lack skills, but because operational knowledge is scattered across tools, dashboards, and the minds of a few senior people. hyground is a Hamburg based startup building an AI agent to fix exactly that, and it just closed a €3M pre-seed round to scale the work.
The round was backed by Partech, Adesso Ventures, Angel Invest, and Plug and Play. The announcement was made at KubeCon.
The Core Problem:
Modern infrastructure produces enormous volumes of logs, metrics, traces, and events across fragmented systems. Observability platforms surface this data but do not solve the diagnostic problem. Someone still needs to correlate signals, navigate dashboards, and identify root causes, usually under pressure, and usually the same two or three senior engineers who understand the system well enough to move fast.
When those engineers are unavailable, investigation time stretches. An issue that should take 20 minutes to resolve can take five hours. That gap is structural, and it gets more expensive as systems grow more complex.
What hyground Does:
hyground operates as a Sovereign SRE Agent. It runs inside a customer’s own Kubernetes cluster and connects to their existing observability stack, including Kubernetes events, Prometheus metrics, Loki logs, CI/CD pipelines, deployment history, and internal documentation.
When an alert fires, hyground begins its investigation automatically. By the time an engineer opens their phone, the system has already correlated signals and is producing a diagnosis. The output is not more data to interpret. It is a direct answer: what happened, why, and what to do next.
The platform also captures the operational patterns and institutional knowledge that typically sit with senior engineers. It makes that knowledge accessible to every engineer on the team, around the clock, without requiring anyone to be on call or available in the moment.
Built for Regulated Environments:
A major differentiator for hyground is its approach to data sovereignty. Most AIOps tools require organizations to send logs and metrics to a third-party cloud. For regulated industries, critical infrastructure providers, and public sector organizations, that is rarely acceptable.
hyground is self-hosted by default and fully air-gapped where required. It integrates with existing infrastructure without architectural changes and keeps all operational data inside the customer’s perimeter. This positions it directly for enterprise buyers in industries where data residency requirements are non-negotiable.
Already in Production:
hyground is not pre-launch. It is already running in production at Deutsche Bahn and ifm, a German industrial automation company. Both operate complex, high-availability environments where downtime has direct operational and financial consequences.
The company reports incident resolution times have dropped by up to 80% at these deployments. Engineers who previously spent hours resolving incidents are now closing them in minutes. Platform teams are seeing self-service rates climb as the agent handles the repetitive investigative groundwork.
This is meaningful validation for a pre-seed stage company. Enterprise clients in regulated environments, particularly in Germany, are conservative buyers. Deployments at this scale suggest the product is production-ready, not experimental.
Beyond Incident Response:
Incident response is the entry point, but hyground’s architecture allows it to function as a continuous intelligence layer across IT operations. The company estimates that up to 70% of SRE time goes toward repetitive manual analysis. By automating that work through scheduled or event-driven workflows, teams can redirect engineering capacity toward building rather than firefighting.
The roadmap includes expansion into FinOps and SecOps, bringing cost monitoring, resource optimization, and security operations under the same agentic layer. For startup founders and engineering leaders looking at total operational cost, this is worth tracking as a category to watch.
What the €3M Funds:
The pre-seed capital will go toward deepening the agent’s investigative and autonomous capabilities, building more integrations with enterprise tooling ecosystems, and expanding the product scope beyond incident resolution into the broader AIOps stack.
Partech’s involvement is notable. The firm has a consistent track record backing infrastructure and developer tools companies across Europe, and their participation alongside Adesso Ventures and Plug and Play brings both capital and enterprise distribution networks to hyground’s growth phase.
