At A Glance: ERDC Applied AI
- Lead Organization: U.S. Army Engineer Research and Development Center (ERDC)
- Key Logistics Tool: CLARITY (Class IV supply prediction)
- Key Environmental Tool: AI-Informed Fuel Mapping
- Strategic Goal: Information, precision, and speed
- Key Quote: “Capabilities like AI amplify how the movement we face right now here in 2025 is an inflection point.” – Army Secretary Daniel Driscoll
Artificial intelligence (AI) is rapidly becoming the decisive factor in the U.S. Army’s ability to fight and win, a point central to Army Secretary Daniel Driscoll’s remarks at the 2025 Association of the U.S. Army annual meeting in early October.
Driscoll described AI as a turning point for future warfare, noting “the power we can unlock by augmenting our Soldiers with cutting-edge tools. Capabilities like AI amplify how the movement we face right now here in 2025 is an inflection point.”
Across the U.S. Army Engineer Research and Development Center (ERDC), research teams are translating that urgency into applied AI that strengthens commanders’ decision advantage.
By combining engineering expertise with data science, modeling and high-performance computing, ERDC research is replacing slow legacy workflows with tools that deliver rapid and transparent insight, giving Soldiers the speed and understanding needed to stay ahead of emerging threats.
One effort demonstrating this shift is the CLARITY initiative, developed in partnership with the Defense Logistics Agency.
CLARITY stands for “Class IV Activity Requirements Integration Taxonomy,” an AI-enabled system capable of providing combat engineers with a sharper, more predictive view of Class IV construction material requirements, identifying shortfalls before they hinder operations. By transforming how units assess needs and plan resupply, CLARITY reduces delays, strengthens logistical agility and accelerates overall mission readiness.
Progress is also underway in predictive environmental modeling, where researchers are developing an AI-informed approach to high-resolution fuel mapping. By applying machine learning to multispectral imagery, ERDC is improving how vegetation fuels, fire behavior and mobility constraints are assessed. These insights are essential for operations in contested terrain, where commanders must account for complex and rapidly changing environmental conditions.
Advancements in AI-enabled decision support systems are further enhancing how commanders interpret complex information. New visualization tools reveal how AI agents behave during wargaming and planning, providing clearer insight into the factors that drive AI-generated recommendations.
This transparency is essential for building trust and ensuring these tools can be integrated confidently into operational workflows, where every decision carries significant consequence.
Taken together, these efforts reflect the outcome Army leadership is seeking: a force that wins through information, precision and speed.
Applied AI research across the enterprise is delivering the decision advantage the Army needs now, strengthening modernization and sharpening readiness. As these capabilities mature, Soldiers will be equipped with the tools required to outpace emerging threats and prevail in future conflicts.
For additional information on these programs, visit:
• CLARITY: Article Link
• AI-Informed High-Resolution Fuel Mapping: ERDCWERX Link
• AI Agent Wargaming Decisions Visualization: DOI Link
Frequently Asked Questions: AI in Army Engineering
What is the CLARITY system?
CLARITY (Class IV Activity Requirements Integration Taxonomy) is an AI tool designed to help combat engineers predict construction material needs. It identifies supply shortfalls early, reducing delays and boosting logistical agility.
How does ERDC use AI for environmental assessments?
Researchers are applying machine learning to multispectral imagery to create high-resolution fuel maps. This allows commanders to accurately assess fire behavior and terrain mobility constraints in contested environments.
Why is “transparency” important in AI decision support?
For commanders to trust AI recommendations in high-stakes wargaming or combat, they need to understand why the AI made a specific suggestion. ERDC’s new visualization tools reveal the behavior of AI agents, providing the transparency needed for confident decision-making.
