Causal Analysis
Go beyond prediction and explanation, and use causal analysis and counterfactuals to discover cause and effect relationships and estimate causal impacts.
Project Management
Of all the possible tasks in my schedule, what’s the next best activities that I should work on? Given your current situation, make the best current move to maximize long-term wins and favorable outcomes. [Reinforcement Learning]
Leadership
How may I influence individual and organizational behavioral outcomes using the responses in my survey? Discover and understand the simultaneous, multi-variable interactions with structural equation models. [Survey Analysis]
Human Resources
Will my employees leave my company? Determine the probability of your employees’ attrition using powerful ensemble classification models. [Classification]
Hospitality
What do my customers think about my company’s services or products? Grow and improve your business by understanding the voice of the customer through polarity analysis. [Sentiment Analysis]
Finance
How do I maximize savings or minimize cost? Exploit biologically inspired models of optimization to discover and make the best decisions. [Optimization]
Real Estate
How much may I expect my property investment to grow? Estimate with confidence how your return-on-investments (ROIs) may grow through forecasting models. [Predictive Analytics]
Intelligence
How do I build summary profiles of high value targets based on highly unstructured documents? Derive higher order meanings across all your document corpora using latent semantic and variable analysis. [Text Mining]
Energy
How can I make better energy purchasing decisions across my distribution of residential and commercial customers? Detect spatial patterns using convolutional neural networks (CNNs) or temporal patterns using recurrent neural networks (RNNs). [Deep Learning]
Education
How do I translate from one language to another? Employ autoencoder deep learning networks to train language translations. [Natural Language Processing]