Large Language Model (LLM) Course of Action Analysis (COAA)
ID: A244-065Type: Phase II
Overview

Topic

Large Language Model (LLM) Course of Action Analysis (COAA)

Agency

Agency: DODBranch: ARMY

Program

Type: SBIRPhase: Phase II

Topic Link

https://www.dodsbirsttr.mil/topics-app/

Additional Information

https://www.dodsbirsttr.mil/topics-app/
Timeline
  1. 1
    Release Aug 13, 2024, 8:00 AM UTC
  2. 2
    Open Aug 28, 2024, 8:00 AM UTC
  3. 3
    Submission Due Oct 1, 2024, 12:00 PM UTC
  4. 4
    Close Oct 1, 2024, 12:00 PM UTC
Description

The Department of Defense, specifically the Army, is seeking proposals for the Small Business Innovation Research (SBIR) program focused on the development of a Large Language Model (LLM) Course of Action Analysis (COAA). This opportunity allows for Direct to Phase II submissions with a funding amount of up to $2,000,000 for an 18-month performance period, aimed at enhancing intelligent process automation for mission command and intelligence by effectively sorting Open-Source data and Publicly Available Information. The research will explore Boyd’s OODA Loop to identify disruptive courses of action in multi-domain environments, ultimately enabling warfighters to achieve strategic advantages. Interested parties must submit their proposals by October 1, 2024, with additional documentation required to demonstrate technical feasibility and a commercialization plan for both DOD and commercial markets.

Files
Title
Posted
1729929013895.pdf
Oct 28, 2024, 6:22 PM UTC
Similar Opportunities
AI Enabled Source Selection for Contract Proposal Evaluation -
DOD
The Department of Defense, specifically the Army, is seeking innovative software solutions through the SBIR program to enhance the source selection and contract proposal evaluation processes. The objective is to develop an AI-enabled software-as-a-service (SaaS) solution that automates and standardizes evaluations, addressing challenges such as evaluator inexperience and inconsistencies that can lead to protests. This initiative is crucial for accelerating the acquisition process and improving contract outcomes, ultimately benefiting the Army's operational capabilities. Interested small businesses can submit Direct to Phase II proposals for up to $2 million, with a deadline for applications set for July 9, 2025. For more information, visit the official solicitation page at https://www.dodsbirsttr.mil/topics-app/.
Context-Aware Decision Support -
DOD
The Department of Defense, specifically the Army, is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop context-aware decision support systems that leverage generative AI technologies. The primary objective is to create AI-driven capabilities that consolidate and synthesize real-time data from various military sources, providing commanders with actionable insights and contextual summaries to enhance decision-making and Soldier performance in training and operational environments. This initiative addresses the challenge of information overload faced by commanders, aiming to improve the efficiency and effectiveness of military planning and tactical decisions. Interested parties can submit Phase I proposals with a funding limit of $250,000 for a six-month performance period, with the application due date set for April 23, 2025. For more information, please visit the official solicitation page at DOD SBIR/STTR.
Context-Aware Decision Support -
DOD
The Department of Defense, specifically the Army, is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop context-aware decision support systems that leverage generative AI technologies. The objective is to create AI-driven capabilities that consolidate and synthesize real-time data from various sources, providing commanders with actionable insights and contextual summaries to enhance decision-making and Soldier performance in training and operational environments. This initiative is critical as it addresses the cognitive overload faced by commanders due to the vast amounts of data they encounter, aiming to improve mission success and training effectiveness. Phase I proposals are invited with a funding limit of $250,000 for a six-month period, with the application due by April 23, 2025. For more information, interested parties can visit the official solicitation page at https://www.dodsbirsttr.mil/topics-app/.
Artificial Intelligence for Aided Driving of Ground Combat Vehicles -
DOD
The Department of Defense, specifically the Army, is seeking innovative solutions through the Small Business Innovation Research (SBIR) program to develop and integrate Artificial Intelligence (AI) technologies that enhance the operation of large, heavy ground combat vehicles. The objective is to improve driver vision and situational awareness using AI/ML-based crew aids, ultimately supporting an AI Driver Assist System tailored for combat scenarios, which could pave the way for partial or full autonomy in the future. This initiative is critical for enhancing the safety and maneuverability of vehicles that typically weigh between 40 to 80 tons and often have limited visibility. Interested small businesses must first participate in the xTechIgnite prize competition to qualify for submitting a SBIR proposal, with a funding amount of up to $2 million for a 24-month Phase II project. Key deadlines include the open date on June 12, 2025, and the application due date on July 9, 2025. For more information, visit the official solicitation page at dodsbirsttr.mil.
Novel AI Techniques for Insights in Various Environments (NATIVE)​ -
DOD
The Department of Defense, specifically the Army, is seeking innovative small businesses to develop novel AI techniques for processing and analyzing large datasets under the SBIR program titled "Novel AI Techniques for Insights in Various Environments (NATIVE)." The primary objective is to create AI models capable of detecting anomalies and uncovering patterns in diverse data sources, ensuring the accuracy and fairness of the models while addressing biases within the datasets. This initiative is crucial for enhancing decision-making and operational effectiveness across various sectors, with applications ranging from fraud detection in financial services to predictive maintenance in manufacturing. Interested firms must participate in the xTechIgnite prize competition to qualify for submitting a SBIR proposal, with a funding amount of up to $2 million for an 18-month Phase II project. Key deadlines include the release date on February 5, 2025, and the application due date on July 9, 2025. For more information, visit the official solicitation page at https://www.dodsbirsttr.mil/topics-app/.
Generative AI Enabled Tactical Network -
DOD
The Department of Defense, specifically the Army, is seeking small business concerns to participate in the xTechIgnite prize competition, which aims to identify innovative solutions for creating a Generative AI Enabled Tactical Network. The primary objective is to develop a realistic modeling and simulation environment that utilizes Generative AI to generate tactical data streams, reflecting real-time scenarios involving threat behaviors and logistics operations. This initiative is part of the Army's Next Gen Command and Control program, which focuses on modernizing the Army's network to enhance decision-making capabilities in contested environments. Interested firms can submit Phase I proposals for a funding amount of up to $250,000, with a performance period of six months, and must adhere to the application deadlines set for July 9, 2025. For more details, please visit the official solicitation page at DOD SBIR/STTR.
Open Topic for Outdoor Capable Perception System for Autonomous Medical Applications (Direct to Phase II) -
DOD
The Department of Defense, through the Defense Health Agency, is seeking proposals for the development of an outdoor-capable perception system for autonomous medical applications, specifically targeting tactical combat casualty care (TC3). The objective is to create a commercially viable hardware and software solution that enables effective human-machine teaming, allowing for autonomous interpretation of sensor data in various operational environments, including challenging lighting and weather conditions. This initiative is critical for enhancing medical capabilities in military engagements, particularly in scenarios where medical personnel are overwhelmed, and aims to improve the efficiency of casualty care through advanced robotics and artificial intelligence. Proposals are due by April 23, 2025, with the opportunity to apply for funding under the SBIR program, and further details can be found at the provided source link.
Open Topic for Development of a Mobile Real Time Smart Monitoring System for Military Ocular Injuries (Direct to Phase II) -
DOD
The Department of Defense (DOD) is seeking proposals for the development of a mobile real-time smart monitoring system specifically designed for military ocular injuries, under the SBIR program, with a focus on transitioning directly to Phase II. The initiative aims to create a compact and durable system that allows for continuous monitoring of ocular injuries and potential infections without disturbing the dressing, thereby improving care from the point of injury through to hospital treatment. This technology is critical as ocular injuries account for a significant percentage of combat-related injuries, impacting the readiness and effectiveness of military personnel. Proposals are due by April 23, 2025, with the opportunity set to open on March 26, 2025. Interested parties can find more information and submit proposals through the DOD SBIR website at https://www.dodsbirsttr.mil/topics-app/.
Ruggedized Sensors to Increase Driving Visibility and Vehicle Safety -
DOD
The Department of Defense, specifically the Army, is seeking proposals for the development of ruggedized sensor technology aimed at enhancing driving visibility and vehicle safety for ground combat vehicles. The objective is to create sensor systems that improve driver awareness in Degraded Visual Environments (DVE) and enable advanced driver-assistance systems (ADAS) features such as collision warnings and automatic brake assistance. These technologies are crucial for improving vehicle operation and safety, with potential applications in both military and commercial sectors. Interested parties can submit Direct to Phase II proposals with a funding amount of up to $2,000,000, with the application due by July 9, 2025. For more information, visit the solicitation agency's website at https://www.dodsbirsttr.mil/topics-app/.
xTechPacific Open Topic -
DOD
The U.S. Army, through the Department of Defense, is seeking innovative solutions under the xTechPacific Open Topic, specifically targeting the detection of buried explosives and unexploded ordnance (UXO) in magnetically complex environments, as well as advanced defensive capabilities for watercraft. The primary objective is to develop novel detection technologies that can effectively identify deeply buried munitions in iron-rich volcanic soils, while also enhancing the protection of Army and commercial vessels against modern threats such as uncrewed surface vessels (USVs). This initiative is crucial for improving military operational effectiveness in the diverse and challenging terrains of the Indo-Pacific region. Proposals for Direct to Phase II submissions are invited, with funding of up to $2 million available for an 18-month performance period, and applications are due by December 17, 2025. For more information, interested parties can visit the official solicitation link at https://www.dodsbirsttr.mil/topics-app/.