Data Science & Analytics

Discover the power of data and analytics-driven insights

Illumination Works applies a user-centered data science approach to realize the value of customer data and solve pressing business challenges

  • Turn data into actionable information
  • Unlock hidden value in data
  • Derive high-quality information from text
  • Exploit patterns to identify risks and opportunities
  • Unlock the black box of machine learning via human interpretable models
  • Implement repeatable workflows and processes for rapid insights and faster business returns

Leverage artificial intelligence, machine learning, and statistics to find unknown unknowns, make predictions, and assign probabilities

Machine Learning & Artificial Intelligence

Smart exploitation of data to enable identification of hidden patterns and predictive outcomes providing key business insights

Natural Language Processing

Provide natural language understanding by modeling and structuring text to uncover patterns, trends, and deeper contextual understanding

Natural Language Processing

Provide natural language understanding by modeling and structuring text to uncover patterns, trends, and deeper contextual understanding

Computer Vision

Enable analysis and interpretation of visual information to replicate human vision and recognition intelligence

Statistical & Predictive Analytics

Learn from past data to design predictive and prescriptive models and drive accurate decision making for the business

Statistical & Predictive Analytics

Learn from past data to design predictive and prescriptive models and drive accurate decision making for the business

Visual Analytics

Visualize models and data in meaningful ways to enable decision making and improve competitive advantage

Sensor Analytics

Perform real-time analysis leveraging sensor data from the internet of things (IoT), industrial internet of things (IIoT), and other sensors

Sensor Analytics

Perform real-time analysis leveraging sensor data from the internet of things (IoT), industrial internet of things (IIoT), and other sensors

Agentic AI & AI Assistants

Build intelligent agentic AI solutions and AI assistants that collaborate with users to streamline decisions, automate workflows, and unlock real impact

From Data to Decisions: Unlocking Insights, One Case Study at a Time

Digital Transformation for Industrial Modernization (Air Force)

Digital Transformation for Industrial Modernization (Air Force)

AI-Driven Feature Extraction from Engineering Drawings (Air Force)

AI-Driven Feature Extraction from Engineering Drawings (Air Force)

Real-Time Predictive Logistics with AI & IIoT (Air Force)

Real-Time Predictive Logistics with AI & IIoT (Air Force)

AI Assistant & RAG for Cybersecurity Compliance (Air Force)

AI Assistant & RAG for Cybersecurity Compliance (Air Force)

Agentic AI & RAG for Cybersecurity (Air Force)

Agentic AI & RAG for Cybersecurity (Air Force)

Agentic AI Natural Language Reasoning (Air Force)

Agentic AI Natural Language Reasoning (Air Force)

Cloud-Based Solution Factory Environment (Air Force)

Cloud-Based Solution Factory Environment (Air Force)

Intelligent Data Extraction, Analysis & Content Generation (Air Force)

Intelligent Data Extraction, Analysis & Content Generation (Air Force)

Time-Series Forecasting Tool (Air Force)

Time-Series Forecasting Tool (Air Force)

Generative AI for Predictive Logistics (Air Force)

Generative AI for Predictive Logistics (Air Force)

Data-Driven Financial Budget Planning (Air Force)

Data-Driven Financial Budget Planning (Air Force)

AI/ML Analytics Framework & Services (Air Force)

AI/ML Analytics Framework & Services (Air Force)

Geospatial Location Analysis Application (eCommerce/Retail)

Geospatial Location Analysis Application (eCommerce/Retail)

ML/AI Object Tracking Model (Army)

ML/AI Object Tracking Model (Army)

Standard Missile Maintenance Data with AI/ML (Navy)

Standard Missile Maintenance Data with AI/ML (Navy)

Automated Part Candidacy Analysis Pipeline (Army)

Automated Part Candidacy Analysis Pipeline (Army)

Automated Data Rights Understanding (Air Force)

Automated Data Rights Understanding (Air Force)

Edge Data Management & Analytics (Navy)

Edge Data Management & Analytics (Navy)

Statistical Model & Training Algorithms (Air Force)

Statistical Model & Training Algorithms (Air Force)

Data Science & Architecture Assessment (Marketing)

Data Science & Architecture Assessment (Marketing)

Text Analytics of PDF Technical Documents (Air Force)

Text Analytics of PDF Technical Documents (Air Force)

Deep Learning on Raw Google Analytics Data (Retail)

Deep Learning on Raw Google Analytics Data (Retail)

Paint Hangar IoT Monitoring (Innovation)

Paint Hangar IoT Monitoring (Innovation)

Automated Data Cleansing with Machine Learning (Navy)

Automated Data Cleansing with Machine Learning (Navy)

Automated Data Capture and Prediction (Air Force)

Automated Data Capture and Prediction (Air Force)

Automated Data Crosswalks (Air Force SBIR)

Automated Data Crosswalks (Air Force SBIR)

Contract Conversion & Analytics (Air Force)

Contract Conversion & Analytics (Air Force)

Decision Support for Cyber Hygiene (Air Force)

Decision Support for Cyber Hygiene (Air Force)

Supply Chain Predictive Analytics (Air Force)

Supply Chain Predictive Analytics (Air Force)

Cost Allocation Rules Engine Modernization (Insurance)

Cost Allocation Rules Engine Modernization (Insurance)

On-Demand Maintenance Analytics for Logistics (Air Force)

On-Demand Maintenance Analytics for Logistics (Air Force)

User-Centric Predictive Insights with Machine Learning (Air Force)

User-Centric Predictive Insights with Machine Learning (Air Force)

Machine Learning & NLP for Decision Support (Healthcare)

Machine Learning & NLP for Decision Support (Healthcare)

Sensor Data Analysis for Predictive CBM+ (Retail)

Sensor Data Analysis for Predictive CBM+ (Retail)

Data Science Big Data Ingestion (Energy)

Data Science Big Data Ingestion (Energy)

Engines Forecast Reporting Tool (Air Force)

Engines Forecast Reporting Tool (Air Force)

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