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

Operationalizing Digital Depot Transformation at Enterprise Scale (Air Force)

Operationalizing Digital Depot Transformation at Enterprise Scale (Air Force)

Unlocking Engineering Data to Accelerate Sustainment & Manufacturing Decisions (Air Force)

Unlocking Engineering Data to Accelerate Sustainment & Manufacturing Decisions (Air Force)

From Machine Signals to Maintenance Decisions: Enabling Predictive Sustainment at Scale (Air Force)

From Machine Signals to Maintenance Decisions: Enabling Predictive Sustainment at Scale (Air Force)

Turning Cybersecurity Compliance into AI-Driven Audit Readiness & Decision Support (Air Force)

Turning Cybersecurity Compliance into AI-Driven Audit Readiness & Decision Support (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)

From Data Silos to Scalable Solutions: Accelerating Sustainment Modernization Through a Digital Solution Factory (Air Force)

From Data Silos to Scalable Solutions: Accelerating Sustainment Modernization Through a Digital Solution Factory (Air Force)

Accelerating Contract Negotiations Through Automated Price Analysis & Documentation (Air Force)

Accelerating Contract Negotiations Through Automated Price Analysis & Documentation (Air Force)

Forecasting Aircraft Availability & Maintenance Demand to Improve Readiness (Air Force)

Forecasting Aircraft Availability & Maintenance Demand to Improve Readiness (Air Force)

Enabling What-If Scenario Planning for Predictive Logistics Decisions (Air Force)

Enabling What-If Scenario Planning for Predictive Logistics Decisions (Air Force)

Turning Financial Data into Data-Driven Budget Planning & Forecasting (Air Force)

Turning Financial Data into Data-Driven Budget Planning & Forecasting (Air Force)

From Machine Data to Mission Decisions: Enterprise Data Activation for Sustainment (Air Force)

From Machine Data to Mission Decisions: Enterprise Data Activation for Sustainment (Air Force)

Turning Location Data into Actionable Market & Customer Insight (eCommerce/Retail)

Turning Location Data into Actionable Market & Customer Insight (eCommerce/Retail)

ML/AI Object Tracking Model (Army)

ML/AI Object Tracking Model (Army)

Enabling Predictive Maintenance for Mission-Critical Missile Systems (Navy)

Enabling Predictive Maintenance for Mission-Critical Missile Systems (Navy)

From Parts Data to Print Decisions: Scaling Additive Manufacturing in the OIB (Army)

From Parts Data to Print Decisions: Scaling Additive Manufacturing in the OIB (Army)

Automating Data Rights Verification to Reduce Program Risk & Accelerate Acquisition Decisions (Air Force)

Automating Data Rights Verification to Reduce Program Risk & Accelerate Acquisition Decisions (Air Force)

Delivering Resilient, Real-Time Analytics at the Tactical Edge (Navy)

Delivering Resilient, Real-Time Analytics at the Tactical Edge (Navy)

Statistical Model & Training Algorithms (Air Force)

Statistical Model & Training Algorithms (Air Force)

Data Science & Architecture Assessment (Marketing)

Data Science & Architecture Assessment (Marketing)

Extracting Critical Parts Data from Technical Documents to Improve Supply Chain Planning (Air Force)

Extracting Critical Parts Data from Technical Documents to Improve Supply Chain Planning (Air Force)

Turning Raw Behavioral Data into Predictive Customer Insight with Deep Learning (Retail)

Turning Raw Behavioral Data into Predictive Customer Insight with Deep Learning (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)

Connecting Maintenance & Supply Data to Enable Predictive Demand Planning (Air Force)

Connecting Maintenance & Supply Data to Enable Predictive Demand Planning (Air Force)

Transforming Contracts into Enterprise Insight to Accelerate Acquisition Decisions (Air Force)

Transforming Contracts into Enterprise Insight to Accelerate Acquisition Decisions (Air Force)

Decision Support for Cyber Hygiene (Air Force)

Decision Support for Cyber Hygiene (Air Force)

Identifying & Prioritizing Supply Chain Risks to Improve Readiness (Air Force)

Identifying & Prioritizing Supply Chain Risks to Improve Readiness (Air Force)

Turning Complex Financial Rules into Automated, Scalable Decision Making (Insurance)

Turning Complex Financial Rules into Automated, Scalable Decision Making (Insurance)

Delivering On-Demand Sustainment Insights for Faster, Data-Driven Decisions (Air Force)

Delivering On-Demand Sustainment Insights for Faster, Data-Driven Decisions (Air Force)

Predicting Contract Performance Risks to Enable Proactive Acquisition Management (Air Force)

Predicting Contract Performance Risks to Enable Proactive Acquisition Management (Air Force)

Machine Learning & NLP for Decision Support (Healthcare)

Machine Learning & NLP for Decision Support (Healthcare)

Turning Sensor Data into Predictive Maintenance Insight for Improved Asset Performance (Retail)

Turning Sensor Data into Predictive Maintenance Insight for Improved Asset Performance (Retail)

Turning Raw Data into Scalable, Analytics-Ready Pipelines for Data Science & AI (Energy)

Turning Raw Data into Scalable, Analytics-Ready Pipelines for Data Science & AI (Energy)

Engines Forecast Reporting Tool (Air Force)

Engines Forecast Reporting Tool (Air Force)

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