Ensure data is comparable first
Standardize timestamps, units, and measurement point identifiers; handle duplicates, missing readings, outliers, and initial values while retaining raw records and processing rules.
CAPABILITY 03 / SONDES
From raw values to the basis for engineering judgment.
Connect data reception, cleansing, database storage, calculation, and analysis into a continuous workflow. Support for engineering formulas, custom calculations, and algorithm Agents lets real project data drive analysis.
Explore Data Processing and AlgorithmsEngineering Formulas, Configurable and Reusable
Configure calculations for cumulative change, rate of change, period statistics, temperature correlation, and more to create reusable analysis templates.
Agent-assisted, with a verifiable process
Describe the analysis objective in natural language. An algorithm Agent helps organize the methods, inputs, outputs, and formulas, which are then applied after verification against sample data.
CAPABILITIES IN PRACTICE
Put these capabilities to work in real projects.
Traceable raw data and calculation results
Formula, Rate of Change, and Statistical Tools
Multi-parameter correlation and trend analysis
Algorithm Agent-Assisted Generation and Iteration
Your project requirements REAL PROJECT CONTEXT
Industry Templates + AI Agent INDUSTRY KNOWLEDGE + AI
Apply after review Validate + Apply
QUESTIONS, ANSWERED
Explain the key issues clearly
Let's work through your questions, from integration to delivery.
Discuss Project RequirementsWill AI directly replace professional judgment?
AI assists with data preparation, algorithm configuration, and analysis. Algorithm results and engineering conclusions must be verified by the project's qualified professionals against actual site conditions.
Can data be preserved before manual corrections?
Data processing should distinguish raw data, correction records, and calculated results, while retaining the reasons for modifications and operation logs to support subsequent review.
LET’S BUILD WHAT’S NEXT
Let's Discuss My Project Bring your real needs, and let’s validate the product’s value together.
Start with a set of devices, a dataset, or a sample report to explore data processing and algorithms in detail.