The Department of the Navy, through the Naval Surface Warfare Center on behalf of the Office of Naval Intelligence, has issued a sources sought notice seeking support for evaluation-driven artificial intelligence development tied to mission-critical data workflows.
This requirement reflects a push for more advanced, performance-driven AI approaches that can keep pace with the growing complexity and volume of intelligence data. The focus is not just on building models, but on delivering systems that can be measured, refined, and trusted to support real-world analyst workflows.
The scope centers on a phased delivery model that includes data collection, model training, and validation, all aligned to mission needs, alongside the development of structured evaluation frameworks to assess performance. This includes scoring methodologies and automated evaluators, such as large language model-based tools and rule-based approaches, to continuously identify gaps and drive improvement. The work also involves expanding models across additional mission areas by adapting them to new data types and operational conditions, reinforcing the need for flexible and scalable solutions.
There is also a strong emphasis on delivering production-ready systems, including full deployment packages, documentation, onboarding guidance, and clear transition plans to support long-term sustainment. Contractors will be expected to design and implement secure data pipelines, validate data sources, and ensure compliance with security and privacy requirements, while also providing integration, testing, training, and ongoing maintenance to keep systems operational.
Overall, the effort highlights a growing demand for AI capabilities that move beyond experimentation and into operational environments, with a focus on measurable performance, scalability, and sustained mission impact.
For more details, including the full notice, visit: Notice ID: N6133126SNQ18
