Software
The SF2 software stack accompanies engineering teams throughout the entire lifecycle of industrial condition analysis: You analyze raw data locally, create verifiable condition models, integrate live data streams as well as SCADA systems flexibly to and ultimately execute validated models fully autonomously and resource-efficiently directly at the data source.
No-code setupConsistent model logicNo data science know-how needed
Software Components
Built on the unified SF2 core, each component handles a dedicated stage of the lifecycle. By decoupling offline data analysis from live edge execution, your workflow remains transparent, versionable, and technically robust from initial CSV tests to fleet-wide deployment.
Analyze & Model
Start for Free with Existing Sensor Logs
The free SF2 Suite SE is the local entry point into SF2 model creation. It processes sensor and process logs from CSV files on your own workstation. Sensor and process logs are analyzed locally, processed with UDTAT, and a verifiable condition model is created using UDM/UFP.
Integrate & Manage
Connect real-time data and manage deployments
SF2 Suite RT extends the local modeling workflow with real-time processing and runtime management. Network data streams are connected, runtime behavior is simulated, and verified models provided.
Execute autonomously
Run validated models autonomously at the edge
SF2 Engine RT is the headless runtime module for continuous production operation. It runs condition models without a graphical user interface close to the data source.
Software comparison
The matrix shows the respective role from log file analysis to autonomous runtime.
| Function | SF2 Suite SE | SF2 Suite RT | SF2 Engine RT |
|---|---|---|---|
| Primary role | Sensor logs analyze and create condition models | Integrate real-time data, provide models, and manage engines | Run validated models autonomously and headless |
| Local operation without cloud backend | Yes | Yes | Yes |
| Analysis of Sensor Logs from Files | Yes | Yes | No |
| UDTAT / UDM / UFP Workflow | Yes | Yes | No |
| Interactive Real-Time Streams | No | Yes | No |
| Create Production Package | No | Yes | No |
| Manage Multiple Runtime Instances | No | Yes | No |
| Headless Runtime Execution | No | No | Yes |
| Free Self-Service Entry | Yes | No | No |
Added Value
Sensor and process data can remain in the own network at all stages.
The validated SF2 model remains the basis for deployment and runtime.
Data preparation, fingerprint creation, and trigger logic remain traceable.
From the individual use case to centrally managed Runtime Fleet.
Rollout path
Analyze sensor logs locally, build reference fingerprints, and check the model against historical progressions.
Connect real-time data sources, validate trigger paths, and deploy the model as a production package.
Continuously run the model on a server or edge device and pass results to existing systems.
Next Step
With the free SF2 Suite SE, you can fully analyze existing sensor and process logs locally.
