Codespace
Codespace is a Python development and execution environment for customised data analysis and process optimisation. It lets you apply your own calculations and models to operational data—and put the results to use across Guard Cloud and connected control systems.
Built around your needs
Users, Guard or external consultants can develop code tailored to specific operational requirements.
Code runs at defined intervals in an isolated environment, with Data Vault providing access to operational data. This extends how you use your data without changing the underlying operational systems.
From calculations to predictive analysis
Codespace is available in three levels, allowing analytical capabilities to match the needs of the application—from deterministic calculations and statistical analysis to advanced predictive analysis using machine learning.
Basic - Deterministic calculations on time-series data, including aggregation and calculations based on arithmetic and linear expressions.
Standard - Statistical multivariate analysis of time-series data to identify and analyse relationships between variables.
Premium - Predictive analysis of time-series data using advanced analytical methods and machine learning.
Extend capabilities. Preserve your systems
Codespace provides a controlled environment for developing and running customised calculations and models. Code runs in isolation, with Data Vault providing access to operational data.
This lets you support process and control system optimisation without changing the underlying operational systems.
Key benefits
- Develop Python-based analyses tailored to your operations.
- Run analyses in isolation, accessing operational data through Data Vault.
- Automate recurring analyses at defined intervals.
- Visualise results in applications such as Dashboard, Alarms and Maps.
- Access results via APIs to support control system optimisation.
- Choose deterministic calculations, statistical analysis or machine learning.
What could your data tell you?
From process calculations to predictive analysis, we help you apply Codespace to the operational questions that matters to you