AI advanced analytics
Smarter processes. Stronger performance.
From manufacturing quality to HR operations, sustainability, and requirements engineering, AUMOVIO Engineering Solutions delivers AI-powered innovations that solve real-world challenges across the value chain. By combining deep domain expertise with advanced analytics and automation, we help organizations boost efficiency, reduce costs, and accelerate transformation. Our solutions are designed not just to optimize today’s processes, but to build a smarter, more sustainable, and competitive future.
Featured solutions.
- NVH driver identification – enhancing brake system qualityAI
Brakes are intricate systems composed of components from multiple suppliers. Our AI solution analyzes production data across the entire value chain to identify the specific features that influence Noise, Vibration, and Harshness (NVH) performance.
Key benefits:
- Data-driven quality enhancement: pinpoints subsystem interactions that affect NVH, enabling targeted improvements.
- Reduced scrap costs: helps manufacturers minimize waste by identifying root causes of quality issues.
- Optimized production parameters: supports continuous improvement through actionable insights.
- HR ticket clustering – intelligent automation at scale
Managing thousands of HR tickets daily is labor-intensive and error prone. Our AI solution automates ticket classification using a retrained AWS comprehend model, built on a robust Infrastructure-as-Code (IaC) foundation.
Key benefits:
- Improved classification accuracy: overcomes limitations of standard AI models with custom multi-class training.
- operational efficiency: reduces manual effort and accelerates ticket resolution.
- scalable cloud architecture: ensures reliability and performance across enterprise environments.
- AI for sustainability – smarter energy optimization
Meeting sustainability goals requires precise energy monitoring and anomaly detection. Our solution combines random forests, sliding window FFT, and deep learning to detect subtle energy anomalies in real time.
Key benefits:
- Comprehensive anomaly detection: captures both obvious and hidden patterns in energy usage.
- Real-time optimization: enables immediate corrective actions to reduce waste.
- environmental & operational impact: supports sustainability targets while improving efficiency.
- AI-powered requirements engineering – speed & precision for OEMs
Traditional requirements engineering is slow and error-prone. Our AI solution automates tasks like PDF extraction, classification, and similarity mapping, tailored to each customer’s data and processes.
Key benefits:
- Reduced manual effort: frees up engineers to focus on high-value tasks.
- Faster response times: accelerates delivery to meet OEM demands.
- Improved accuracy & quality: enhances reliability in requirement classification and comparison.
