Illumination Works builds scalable machine learning models and artificial intelligence solutions for increased accuracy, predictive insights, and better decision making
- Enable businesses to act based on their data
- Standardized model development workflow to produce accurate, robust, scalable, validated, and tested AI/ML models
- Transparency and trust in AI via human-understandable reasoning for model predictions
- Analyze and balance model complexity, cost, runtime, and accuracy to build solutions that support business goals
- Cutting-edge AI/ML solutions, in the cloud, on-prem, or in hybrid environments
Understand the uniqueness and complexity of each use case and implement the appropriate analytical techniques to address business needs
Feature Engineering
Leverage optimal extraction techniques and exogenous features to glean more meaningful information from data for highly accurate AI/ML model predictions
Data Healing
Leverage high-quality information from a domain to identify and correct errors in datasets via customized machine learning models
Data Healing
Leverage high-quality information from a domain to identify and correct errors in datasets via customized machine learning models
Custom Model Development
Develop highly accurate, custom-trained machine learning models that maximize results with confidence for the business
Operationalize Machine Learning
Deploy, monitor, update, and maintain machine learning systems in production via reliable and consistent processes
Operationalize Machine Learning
Deploy, monitor, update, and maintain machine learning systems in production via reliable and consistent processes
User Understandable & Accessible AI
Incorporate explainable AI into solutions and translate metrics into business language to provide transparency and understanding of drivers behind predictions
