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AI Dashboards & Intelligent Observability

AI-powered dashboards for infrastructure, performance, and business processes

We develop intelligent dashboards that don't just display data, but understand relationships, detect anomalies, and provide concrete recommendations — integrated into your entire DevOps, cloud, and operational infrastructure.

These dashboards combine classic observability tools (Prometheus, Grafana, Loki, ELK) with AI-based insights that automatically detect trends, risks, and optimization potential.

What Our AI Dashboards Deliver

  • Real-time monitoring without noise: automatic aggregation of important KPIs, detection of unusual patterns, prioritization of critical metrics
  • AI analysis for logs, events & workloads: analysis of large log streams, clustering of recurring errors, root cause exploration, forecasts for resource consumption
  • Making business processes visible: order status, production, sales, document workflows, cost analysis

Automation eliminates these risks completely.

What the Solution Includes

Real-Time Monitoring Without Noise

Our dashboards automatically filter signal from noise:

  • Automatic aggregation of important KPIs (Latency, Errors, Throughput, Costs)
  • Detection of unusual patterns or deviations
  • Prioritization of critical metrics based on risk
  • Adaptive thresholds instead of rigid limits
  • Your teams see only what's truly important

AI Analysis for Logs, Events & Workloads

With integrated AI processing:

  • Analysis of large log streams in real-time
  • Clustering of recurring errors
  • Root cause exploration
  • Forecasts for resource consumption, load peaks, and risks
  • Recommendations for scaling, optimization, or cost reduction

Making Business Processes Visible

For teams outside DevOps, we create AI-analytical dashboards for:

  • Order status and capacities
  • Production, materials, and technical parameters
  • Sales, leads, conversion flows
  • Document workflows and internal approvals
  • Cost analysis and forecasting
  • Technical and operational data unified in one system

Deep Integration with Your Infrastructure

Our dashboards connect directly with:

  • Kubernetes, CI/CD, GitHub Actions, GitLab
  • Prometheus, Grafana, Loki, ELK, Sentry
  • ERP, CRM, accounting & DMS
  • Internal tools, databases, ETL pipelines
  • Cloud platforms (AWS, GCP, Azure, Hetzner)
  • All data sources centralized and intelligently evaluated

How It Works

  1. 1Infrastructure Analysis — We analyze your metrics, logs, systems, and data sources.
  2. 2Dashboard Design — We design AI-powered dashboards tailored to your infrastructure and business needs.
  3. 3AI Integration — We integrate AI analysis for anomaly detection, trend analysis, and recommendations.
  4. 4Data Integration — We connect all data sources: monitoring, logs, ERP, CRM, internal tools.
  5. 5Rollout & Enablement — Training, documentation, and adoption support for your teams.

AI dashboards create a unified, intelligent view of your entire infrastructure and business processes.

Why AI Dashboards Make the Difference

Lightning-fast problem detection before users notice
Less alert fatigue, fewer unnecessary alarms
Better prioritization and clear action recommendations
Reduced analysis time for DevOps, engineering, and operations
A central view of all systems — including technical and business KPIs
24/7 overview of infrastructure and processes
Predictive insights instead of reactive reports

Ideal For

DevOps & SRE Teams

Intelligent monitoring, anomaly detection, and infrastructure insights.

Engineering & Product Teams

Performance dashboards, error analysis, and optimization recommendations.

Production & Operations

Business process visibility, capacity planning, and operational analytics.

What You Get

Custom-developed AI dashboards tailored to your infrastructure
Clear, structured visualizations for technical and business data
Automatic recommendations and trend analysis
Complete integration with observability & monitoring
GDPR-compliant implementation
Documentation, training & enablement

Want to Finally Make Real Use of Your Data?

We analyze your metrics, logs, and systems — and create dashboards that accelerate decisions and reduce risks.