Pentagon awards BlueHalo contract for human biology models

The Department of War has awarded BlueHalo a contract valued at up to $19.95 million to develop advanced frameworks for human biological modeling, according to a contract announcemen.

The award covers the development of next-generation modeling systems that integrate large-scale biological data with artificial intelligence and machine learning to support flexible, modular approaches to understanding human biology.

Work under the contract will be performed in Dayton, Ohio, with completion expected by Feb. 3, 2029, or extended to Feb. 3, 2031, if all contract options are exercised. Initial fiscal 2025 funding of $1.15 million has been obligated at the time of award. The contracting activity is Wright-Patterson Air Force Base, Ohio.

According to the Department of War notice, the effort focuses on building modeling frameworks that combine data integration, databasing, and AI-driven analytics to better represent complex biological systems relevant to military operations. The contract was awarded without competition, citing sole-source justification.

As noted by the company, BlueHalo’s work in biological modeling extends beyond analysis to the creation of new modeling techniques. On its website, the company states that its teams develop capabilities across microbiome research, biomarker analysis, genomics, and organ-on-a-chip technologies designed to predict health outcomes and inform response measures.

The company also develops biochemical sensing technologies intended to improve warfighter health and readiness. These systems support monitoring of cognitive, physiological, and performance indicators, as well as detection of environmental exposures that could affect operational effectiveness. BlueHalo combines disciplines including biochemistry, biomedical engineering, and aerospace physiology to support these efforts.

BlueHalo has previously worked on programs linking fundamental science to deployable sensing and monitoring systems. Under this award, the company is expected to expand those capabilities by building integrated biological modeling architectures that can be updated as new data becomes available.

The work will be managed through Wright-Patterson Air Force Base, a central hub for research into aerospace medicine, human performance, and advanced sensing technologies within the U.S. military ecosystem.

Improved biological modeling could influence how the military assesses readiness, manages health risks, and responds to environmental and physiological challenges.