Illumination Works helps move from reactive sustainment to predictive readiness using AI to transform maintenance, supply chain, and operational data into mission-critical insights

• Identify and prioritize supply chain risks to prevent shortages and sustain readiness
• Enable scenario-based planning to support decisions under uncertainty and changing mission conditions
• Deliver real-time and edge-based analytics in disconnected or contested environments

Enable earlier, more accurate decisions that improve availability, reduce delays, and strengthen mission readiness—by connecting maintenance, supply, and operational data across systems—and applying AI to uncover patterns, forecast demand, and simulate future conditions

Why Predictive Sustainment Matters

• Across the defense enterprise, sustainment operations generate vast amounts of data
• Critical gaps remain in connecting that data to predictive insight and decision making

What We See Today

• Fragmented maintenance, supply, and operational data across systems and documents
• Reactive, manual decision making based on historical data rather than predictive insight
• Limited ability to forecast demand, failures, and resource requirements at enterprise scale
• Analytics capabilities constrained in disconnected, low-bandwidth, or contested environments

Without Predictive Sustainment 

• Reduced availability of aircraft, ground combat vehicles, ships, and critical weapon systems
• Increased downtime, maintenance backlog, and misalignment between maintenance and parts availability
• Higher sustainment costs driven by inefficiencies and reactive decision making
• Limited ability to anticipate disruptions and plan for uncertainty across operations

The Engine Behind Predictive Sustainment

• Most sustainment systems are designed to record what has happened
• ILW enables organizations to anticipate what will happen next—by integrating maintenance, supply, and operational data into a unified analytical layer and applying AI to generate predictive insight

How ILW Enables Predictive Sustainment

• Integrate sustainment data across maintenance, supply, and operational systems to create a unified, continuously updated data environment
• Contextualize data with engineering, technical, and operational relationships to understand the drivers of demand, failures, and performance
• Apply AI and advanced analytics to forecast demand, predict failures, and simulate future conditions across assets, systems, and operations
• Deliver predictive insight to planners, maintainers, and leadership to enable earlier, faster, and more informed decision making

Proven Across Sustainment Operations

ILW’s approach is delivering measurable impact across Air Force sustainment operations—enabling predictive maintenance, forecasting, and supply chain optimization

These capabilities are designed to scale across the Joint Force

Start Your Predictive Sustainment Journey

The fastest way to improve readiness is to anticipate demand, prevent failures, and optimize sustainment decisions—before issues impact operations