📊
Statistical Process Control
Monitor and control your processes with industry-standard SPC charts and advanced analytics.
- X̄-R, X̄-S, Individual-MR charts
- P, NP, C, U attribute charts
- EWMA and CUSUM charts
- Process capability analysis (Cp, Cpk, Pp, Ppk)
- Real-time alerts and notifications
- Trend analysis and pattern detection
🤖
Machine Learning
Build predictive models with automated workflows and model selection.
- Regression (Linear, Ridge, Lasso, ElasticNet)
- Classification (Logistic, SVM, Random Forest)
- Ensemble methods (XGBoost, LightGBM)
- Automated feature engineering
- Model comparison and selection
- Hyperparameter tuning
📈
Time Series Forecasting
Predict future trends with advanced statistical and machine learning models.
- ARIMA and SARIMA models
- Exponential smoothing (Holt-Winters)
- Prophet for business forecasting
- LSTM neural networks
- Seasonality decomposition
- Forecast accuracy metrics
🔬
Design of Experiments
Optimize your processes with systematic experimental design.
- Full and fractional factorial designs
- Response surface methodology
- Taguchi methods
- Mixture designs
- Optimal design generation
- ANOVA and regression analysis
⚙️
Reliability & Survival Analysis
Analyze product reliability and predict failure rates.
- Weibull analysis
- Life data analysis
- Accelerated life testing
- Kaplan-Meier survival curves
- Cox proportional hazards models
- MTBF and failure rate estimation
📉
Advanced Statistics
Comprehensive statistical analysis toolkit.
- Hypothesis testing (t-test, ANOVA, chi-square)
- Correlation and regression analysis
- Distribution fitting
- Multivariate analysis
- Non-parametric tests
- Power and sample size calculations
📊
Data Visualization
Create interactive, publication-ready visualizations.
- Interactive plotly charts
- Customizable dashboards
- Heat maps and correlation matrices
- 3D surface plots
- Export to PNG, SVG, PDF
- Shareable reports
🔄
Process Mapping & Lean
Visualize and optimize your business processes.
- Value stream mapping
- Process flow diagrams
- Waste identification (8 wastes)
- Cycle time analysis
- Efficiency metrics
- Kaizen event planning
💻
Data Integration
Connect and process data from multiple sources.
- CSV, Excel, JSON import
- Database connectivity (PostgreSQL, MySQL)
- API integrations
- Real-time data streaming
- Data cleaning and transformation
- Automated data pipelines
🔒
Enterprise Security
Bank-level security and compliance features.
- End-to-end encryption
- Role-based access control
- GDPR & CCPA compliant
- SOC 2 Type II infrastructure
- Audit logs and tracking
- Single sign-on (SSO) support
🚀
API & Automation
Automate workflows and integrate with your tools.
- RESTful API access
- Python SDK
- Scheduled analysis runs
- Webhook notifications
- Custom scripting framework
- Batch processing
👥
Collaboration
Work together seamlessly with your team.
- Team workspaces
- Shared projects and datasets
- Comments and annotations
- Version control
- Export and sharing options
- Real-time collaboration