Detecting problems before they disrupt operations
Anomaly Detection & Bottleneck Analysis
Devanux helps organizations identify hidden risks and inefficiencies with AI-driven anomaly detection and bottleneck analysis.
By analyzing sensor data, production logs, and system metrics in real time, we uncover deviations that indicate potential failures or inefficiencies. Our solutions also pinpoint bottlenecks in processes, enabling you to optimize throughput and increase capacity without major investments.
With open source machine learning frameworks and GDPR-compliant data handling, we ensure that insights are transparent, secure, and actionable. The result: fewer disruptions, faster response times, and measurable improvements in efficiency.
Proven results in anomaly detection
We have applied AI-based anomaly detection and bottleneck analysis in production and IT environments with measurable outcomes.
Continuous analysis of system data to detect anomalies instantly.
Identifying bottlenecks that slow down production or logistics.
Alerts before issues escalate into downtime or failures.
From manufacturing to IT operations, anomaly detection adds resilience.
What we deliver
AI-powered solutions that minimize downtime and maximize efficiency.
- Real-time anomaly detection with ML models
- Process data analysis for bottleneck identification
- Integration with IoT sensors, ERP, and MES systems
- Automated alerts and early warning dashboards
- Reduced downtime and maintenance costs
- Scalable open source frameworks
- GDPR-compliant data handling
- Cross-industry proven methods
