How it works
The solution consists of two decoupled, scalable components — deliberately separated to ensure robustness, maintainability and extensibility.
1. Log parser & data indexing service
- Automatically detects and processes new or updated CSV log files
- Indexes and stores log data in a NoSQL database, enabling high performance and flexibility
- Fully configurable via JSON files for each log directory, without requiring code changes
2. Web-based visualisation dashboard
- Real-time user interface with interactive widgets
- Smart push notifications triggered by new data batches
- Supports detailed performance analysis of machines in R&D and production environments
Why this solution?
- Real-time insight (< 1 second)
From raw logs to visual insights, without noticeable latency.
- Platform independence
Deployable on Windows and Linux, without limitations on the target environment.
- Flexible and extensive
No rigid data structures: new log types are introduced through JSON configuration.
- Scalable by design
Scales from small test setups to full production environments.
- Secure and auditable
Separating parsing, storage and visualisation keeps the full data chain transparent and manageable.
Areas of application
- Embedded system monitoring for R&D
- Live performance-tracking of production equipment
- Debugging and root cause analysis of complex technical processes
- Data analysis based on historical logs
Our role as technology partner
For this dashboard, Veynex Embedded Software delivered a complete turnkey project based on fixed price, fixed timeline and fixed quality. We took full end-to-end responsibility for all essential software components, from log parser to visualisation, with a clear focus on reliability, scalability and user experience.
What we developed
Requirements analysis & documentation
Systematic identification, definition and documentation of functional and technical requirements as the foundation for the full project.
Log parser and data indexing service
A platform-independent background service that automatically detects and processes CSV log files. Configuration is managed through JSON files for each log directory, enabling new log variants to be added without modifying the code.
NoSQL database storage
High-speed storage of structured log data without a fixed schema. A dedicated caching layer ensures that new data is available in real time, without the underlying storage layer becoming a bottleneck.
API layer
A web API that notifies clients in real time when new data becomes available, providing a secure interface for controlled access to cached log data.
Webclient/Machine Dashboard
Real-time visualisation of log data for end users, through a user-friendly interface that makes monitoring and analysis immediately accessible to R&D engineers, operators and analysts.
System architecture & documentation
Complete documentation of the component structure, configuration and interfaces, including guides for implementation, use and maintenance — ensuring the solution remains manageable in the long term.
Performance optimisation
Optimised to achieve less than one second of latency between logging and visualisation, including benchmarking and scalability validation under representative load.
The result
A flexible, scalable real-time monitoring dashboard that turns technical logging into clear, actionable insight. Development teams can work faster, smarter and more safely by seeing exactly what their machines are doing — in R&D, on the production floor and everywhere in between.
Through its end-to-end scope, from requirements analysis to performance optimisation, Veynex demonstrated its role as a reliable technology partner for turnkey projects where scalability, speed and ease of use go hand in hand.
Facing a similar challenge?
Are you developing a data or monitoring solution for your machines, production equipment or embedded systems? We are happy to think along with you on architecture, scope and approach — whether as a turnkey project based on fixed price, fixed timeline and fixed quality, or as long-term outsourcing of the software behind your product platform.
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