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Full-Stack Data Science · Data Platforms · IoT

We build scalable
systems for tomorrow

Container clusters, data platforms & pipelines for enterprise IT and IoT – with automation, observability, analytics, machine learning and AI.

Trusted by industry leaders

FujitsuLVMManage Now
Partners:Lenovo·ORDIX·WS IT-TECHNOLOGY·Janz Tec

R&D projects with: Fraunhofer IOSB-INA
Our Vision

Towards Autonomous Systems

Our vision is to reach distributed systems with a very high degree of automation – systems that configure, scale, and heal themselves to meet application and business SLAs.

Autonomous Agents act in those systems.

Self-Configuring

Systems that automatically adapt their configuration to changing requirements and workloads.

  • Dynamic resource allocation
  • Automatic service discovery
  • Zero-touch deployment

Self-Scaling

Intelligent scaling decisions based on real-time metrics and predictive analytics.

  • Predictive auto-scaling
  • Cost-optimized resources
  • SLA-driven decisions

Self-Healing

Automatic detection and recovery from failures without human intervention.

  • Anomaly detection
  • Automated remediation
  • Continuous health checks

What We Deliver

End-to-end services for your distributed infrastructure – from strategic planning to daily operations. We have a strong affinity for Open-Source Software, but we also integrate proprietary solutions when they fit best. Vendor-neutral. Technology-driven.

Architecture & Strategy

We design your infrastructure roadmap – vendor-independent consulting for the right tools and platforms.

Cluster Setup & Deployment

We build and deploy Kubernetes, integrate OpenShift or set up custom container clusters tailored to your needs.

Data Platform Engineering

We implement log aggregation, streaming pipelines, and distributed storage solutions for your data.

Observability Implementation

We set up comprehensive monitoring with metrics, logs, and traces across your IT, OT and IoT systems.

Automation & CI/CD

We automate your deployments, infrastructure provisioning, and operational workflows.

System Integration

We integrate open-source and enterprise tools (RedHat, IBM Instana) into your existing landscape.

Managed Operations

We run and maintain your infrastructure with proactive monitoring and AIOps-powered optimization.

Expert Support & Troubleshooting

We provide hands-on technical support and rapid troubleshooting for your distributed systems.

KubernetesOpenShiftDockerProxmox VEKafkaElasticsearchPrometheusGrafanaAnsibleOpenTelemetry

Our Solutions

Three products that work together – AISS extends MLAP and IRON with AI capabilities.

AISS

AI Solution Suite

AI-based monitoring with predictions, automatic configuration generation, and intelligent alerts. Reduces risk and extends MLAP & IRON.

AIOpsPredictionsAuto-Config

MLAP

Observability Platform

Fully featured turnkey observability platform based on 100% open-source software. Includes scalable log search and correlation, unified monitoring, distributed tracing, and self-service dashboarding with zero vendor lock-in.

TracingLogsMetricsProfiling

IRON

IoT Device Management

Centralized management of IoT devices in the field – remote updates, monitoring, and lifecycle management.

DevicesOTAFleetImaging
Risk ↓

Predictive analytics detect problems earlier

Efficiency ↑

AI-assisted administration saves time

Revenue +

Delighted customers through operational excellence

Research & Teaching

Research to Stay Ahead, Teaching to Give Back

We actively engage in research projects, supervise theses, publish scientific papers, and teach at universities – bridging innovation and practice.

Research Projects
Theses
Publications
Courses
TH OWLHS Hamm-Lippstadtit's OWLICLMobil
Latest Updates

News & Insights

Stay updated on our latest projects, research, and technology developments.

Let's work together

Whether you need immediate help or want to discuss a new project – we're here for you.

Stuck with a problem?

Get direct access to our infrastructure experts. We help you troubleshoot cluster issues, optimize performance, and solve operational challenges – fast.

  • Kubernetes & container troubleshooting
  • Performance optimization
  • Incident response & debugging

Plan your next project

Explore our services and solutions for your infrastructure needs – from architecture consulting to managed operations, and our product suite MLAP, IRON & AISS.

  • Architecture & strategy consulting
  • Cluster setup & managed operations
  • MLAP, IRON & AISS solutions