The Art of the Possible
Consulting Service Offerings
Go beyond prediction and explanation, and use causal analysis and counterfactuals to discover cause and effect relationships and estimate causal impacts.
Imagine and realize cross-platform applications to empower your users for productivity and business advantages.
Embed and exploit machine intelligence into your organizational decision process by deploying secure, cloud-native predictive models.
Build and deploy cross-platform mobile applications.
Use bleeding edge predictive modeling techniques with deep learning for spatial-temporal and/or image data.
Data is the new gold. Turn your data into actionable knowledge for your business to remain competitive.
Modern web development with Angular and TypeScript.
Enterprise development with Java + Spring Boot
High Impact, High Value
USE CASE EXAMPLES
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]
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]
Will my employees leave my company? Determine the probability of your employees’ attrition using powerful ensemble classification models. [Classification]
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]
How do I maximize savings or minimize cost? Exploit biologically inspired models of optimization to discover and make the best decisions. [Optimization]
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]
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]
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]
How do I translate from one language to another? Employ autoencoder deep learning networks to train language translations. [Natural Language Processing]
How do I go beyond prediction and explanation and towards stable causal relationships? Use predictive, diagnostic, and counterfactual reasoning under uncertainty with causal computational models. [Causal Analysis]
How do I recommend products, vendors, or candidates? Make context-specific recommendations of items through content and collaborative filtering approaches in a smart and personalized way. [Recommendation]
How do I detect malicious attacks in a continuous stream of network traffic? Separate and find signal from noise by looking for outliers through adversarial networks and reasoning. [Anomaly Detection]