Our patented, predictive analytics AutoML tools enable rapid experimentation to surface actionable insights from your data and aid in accelerating your machine learning or predictive analytics solutions.
AutoML Accelerators
Engineering Optimization
Accelerate design cycles involving simulation and optimization activities by supplementing our ICUBE CSI-Ex, a machine learning based tool for sample selection, modelling and optimization functions.
Intelligent Knowledge Management
Access and share hidden organization knowledge and increase productivity of your teams with our ICUBE CSI-Ix, an AI driven KM frameworks to search, locate and relate data in any form structured , unstructured & Multimedia in minutes.
Augmented BI
Empower Subject Matter Experts, Analysts and Citizen data scientists with our ICUBE CSI-Ax, a powerful machine learning engine that unearths deep insights into your KPI’s.
AutoML Accelerators
Predict Engine
Classification, Regression,
Time-Series Forecasting,
Deep Learning
For Structured, Unstructured, and Image data.
Text Analytics Engine
Information Retrieval, Entity Extraction, Feature Extraction, Taxonomy Building, Clustering, Topic Modelling,
Sentiment Analysis
Mine Engine
Insight Exploration, Pattern Extraction,
Causal Inference, Recommendations
Optimize Engine
Classic, Multiple constraint,
Sub-Space Optimization, model based optimization
Would you like to see a demo of our AutoML tools?
Engineering Optimization
Design of Experiments (DOE) – Sampling
- Latin Hypercube
- Sub selection from existing simulation space
- Incremental samples
- Sampling around error zone
- Consensus driven incremental sample generation
Metamodel: Surrogate modelling
- Parallel generation of models
- Dimensionality reduced models at a single-click
- Recursive Modeling to account for impact of responses on each other
- Noise identification and right parameter selection
Sensitivity Analyser – What-if framework
- Correlations between design parameters, responses
- Sensitive parameters for each response
- Train and test data set character comparisons
- 2D representation
Optimization – Finding Design Combinations
- Advanced application of data sciences to optimize in high-dimensional space
- Easy to setup – Minimize, maximize objectives and response range selection
- Multi-objective optimization
- Graphical visualization of the Pareto-front
Are you interested in how AutoML tools work?
Intelligent Knowledge Management
Contextual Search
- Unified Indexing
- Categorization
- Faceted Search
- Personalization
Relate the data across multiple silos
- Semantic models, Ontologies, Linked data, Mashups & Vocabularies
- Knowledge Portals & Collaborative Apps
Gain insights into data assets
- Data Mining
- Text Analytics
- Predictive Models
Infer and drive improvement plans
- Inference engines
- Analytics Apps
- Work flow and process integration.
