2025CompletedOil & GasPetrochemicalPower Generation

Business-wise NDT Analytics Tool

Transform Inspection Data into Business Intelligence

Comprehensive analytics platform that transforms raw NDT/FFS datasets into actionable business insights. Provides trend analysis, predictive maintenance indicators, asset health scoring, and executive dashboards.

PythonPandasMatplotlibJupyterPlotlySeabornScikit-learnTensorFlowKerasPyTorchSQL
Business-wise NDT Analytics Tool

Problems Solved

  • ×Inspection data trapped in silos (Excel, PDFs, paper)
  • ×No visibility into asset degradation trends
  • ×Reactive maintenance instead of predictive
  • ×Difficulty justifying inspection budgets to management
  • ×Missing opportunities to optimize inspection intervals
  • ×Poor communication of technical data to non-technical stakeholders

Solution & Key Features

  • Data Integration: Import from any source (Excel, CSV, databases, APIs)
  • Trend Analysis: Corrosion rate trending across CMLs and assets
  • Predictive Analytics: Forecast remaining life and next inspection dates
  • Risk Scoring: Asset health scoring based on inspection history
  • Cost Optimization: Identify inspection frequency optimization opportunities
  • Executive Dashboards: High-level KPIs for management
  • Deep-Dive Analytics: Detailed technical analysis for engineers
  • Automated Reports: Scheduled analytics reports to stakeholders

Business Value

Efficiency

Reduce data analysis time from days to hours

ROI

Typical cost savings 10-15% of annual inspection budget

Overall Impact

Business-wise turns inspection data from a compliance requirement into a strategic asset. By uncovering trends and patterns hidden in historical data, it enables truly predictive maintenance strategies and helps justify inspection programs with hard ROI numbers.

Tech Stack

Python
Pandas
Matplotlib
Jupyter
Plotly
Seaborn
Scikit-learn
TensorFlow
Keras
PyTorch
SQL

Project Info

Year
2025
Status
Completed
Industry
Oil & GasPetrochemicalPower Generation
Project Type
Data AnalyticsBusiness Intelligence

Interested in a Similar Solution?

Let's discuss how we can build something tailored to your operations.