Offerings
Technology as Enabler
Enriched Root Cause Analysis (RCA) Solutions
Discover the core issues affecting your operations with data-enriched RCA solutions. Our advanced approach integrates process mining, machine learning, and enriched event logs to deliver actionable insights grounded in reality. Utilizing tools like PM4PY and LINFORMER, we identify patterns, correlations, and root causes to help businesses minimize risks and improve efficiency.
DTRCA: High-Performance Diagnostic Systems
Leverage the power of the DTRCA framework to achieve precision diagnostics. Combining cutting-edge data mining algorithms, neural networks, and functional expertise, our solutions provide both supervised and unsupervised analysis. These systems are optimized for secure, high-performance data handling through APIs and Docker-enabled environments, ensuring seamless integration with your existing IT/OT infrastructure.
4-step RCA Methodology
Empower your operations with a comprehensive 4-track methodology:
- Data Aggregation:Collect and preprocess event logs using flexible interfaces and secure databases
- Machine Learning Analysis:Apply advanced pattern recognition and noise reduction to uncover hidden event chains and root causes.
- Functional Domain Expertise:Merge statistical insights with expert-driven correlation matrices for accurate scoring.
- User-Friendly Outputs:Generate clear, graphical results for operators and maintainers, facilitating easy decision-making.
End-to-End Process Optimization Services
From raw data ingestion to hypothesis-driven outcomes, our services cover the entire process optimization lifecycle. By combining enriched logs with AI-driven models, we help businesses identify inefficiencies, reduce noise in data, and develop strategies for long-term success.