[The NROS data aggregator super intelligence]
Breakdown of the key components of SENTIENT, based on the provided sources:Key Components of SENTIENT:
- Problem Decomposition: This involves identifying and analyzing information signatures, potential data sources, applicable collection methods, and possible targeting strategies to develop focused mission threads for SENTIENT. This component emphasizes breaking down complex intelligence problems into smaller, more manageable parts that SENTIENT can address.
- Sensemaking: This component involves developing advanced analytics and algorithms to automatically fuse and analyze "big data" from multiple intelligence sources (multi-INT). SENTIENT aims to use these analytics to understand ongoing activities, predict future events, and uncover previously unknown activities. The goal is to move beyond simply collecting data to deriving meaningful insights and identifying patterns that would otherwise remain hidden.
- Collection Orchestration: This component focuses on developing and deploying technologies to enable more proactive, responsive, and efficient intelligence collection. Instead of relying solely on pre-scheduled collection, SENTIENT seeks to dynamically adjust collection priorities and tasking based on real-time analysis of events and activities.
- Informatics & Processing: SENTIENT utilizes non-traditional data processing methods to integrate and analyze multi-INT data, specifically focusing on:
- Space Protection: In collaboration with other NRO divisions, the Department of Defense, and the intelligence community, SENTIENT aims to develop and implement capabilities for:
- Analyst Training: Recognizing that the adoption of new tools and workflows requires user familiarity, SENTIENT provides:
- Program Presentations: To raise awareness and understanding of the program, the SENTIENT team provides overviews and briefings upon request to various stakeholders, including:
These components work together to form an integrated system designed to enhance the NRO's ability to collect, analyze, and disseminate intelligence.
