AI/ML Maintenance On-Prem Platform
ID: AF242-D013Type: Phase II
Overview

Topic

AI/ML Maintenance On-Prem Platform

Agency

Agency: DODBranch: USAF

Program

Type: SBIRPhase: Phase II

Topic Link

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

Additional Information

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

    The Department of Defense, specifically the United States Air Force, is seeking proposals for the development of an AI/ML Maintenance On-Prem Platform under the SBIR program, with the solicitation number AF242-D013. The initiative aims to create a scalable asset management software that features a dynamic knowledge base for efficient technical data management, enabling guided troubleshooting and maintenance of critical Industrial Plant Equipment (IPE). This capability is crucial for enhancing maintenance efficiency and reducing downtime in industrial facilities, particularly for complex Depot Industrial Plant Equipment. The application period opens on May 15, 2024, and closes on June 12, 2024, with no Phase I awards being made as this is a Direct-to-Phase-II topic. Interested parties can find more information and submit proposals through the official SBIR website.

    Files
    Title
    Posted
    1729929014253.pdf
    Similar Opportunities
    Secure Multi-Source Data Fusion Environment for pLEO Constellations -
    DOD
    The United States Space Force (USSF), through the Space Development Agency (SDA), is seeking innovative solutions for a Secure Multi-Source Data Fusion Environment tailored for proliferated Low Earth Orbit (pLEO) constellations. The objective is to develop an adaptable software platform capable of ingesting, integrating, and analyzing high-volume, low-latency data from diverse space-based sources, enhancing real-time situational awareness and mission adaptability for the Department of Defense’s Proliferated Warfighter Space Architecture (PWSA). This initiative is critical for enabling automated decision-making and timely execution of operations, supporting the USSF's goal of improving data-to-decision agility and operational responsiveness. Interested parties must prepare Direct-to-Phase II proposals, demonstrating a completed feasibility study and a clear integration plan with Department of Air Force operations, with the application deadline set for December 31, 2025.
    Knowledge-Guided Test and Evaluation Frameworks for proliferated Low Earth Orbit Constellations -
    DOD
    The United States Space Force, through the Space Development Agency (SDA), is seeking innovative solutions for a knowledge-guided test and evaluation framework tailored for the Proliferated Warfighter Space Architecture (PWSA), a rapidly evolving constellation of satellites in Low Earth Orbit (LEO). The objective is to develop an adaptive test-planning capability that continuously updates system performance, quantifies knowledge gain against resource costs, and dynamically re-plans test sequences to prioritize high-utility activities, utilizing probabilistic reasoning and integrating both synthetic and live test data. This initiative is critical for enhancing the efficiency and effectiveness of test campaigns in support of SDA's agile acquisition model, with Phase I being a direct-to-Phase II proposal process requiring a feasibility study. The opportunity is set to open for applications on December 10, 2025, with a closing date of December 31, 2025, and interested parties can find more information at the provided source link.
    Technology Maturation to Support Commercial De-Orbit as a Service for pLEO Constellations -
    DOD
    The United States Space Force (USSF), through the Space Development Agency (SDA), is seeking innovative solutions for the development of commercial De-Orbit as a Service (DaaS) capabilities aimed at managing proliferated Low Earth Orbit (pLEO) satellite constellations. The primary objective is to mature key technologies that facilitate safe and scalable satellite disposal mechanisms, particularly for satellites that encounter mission-ending anomalies and cannot autonomously de-orbit. This initiative is crucial for establishing a commercially sustainable DaaS market, reducing technical and operational risks, and laying the groundwork for future demonstration missions. Interested parties should note that the solicitation is set to open on December 10, 2025, with proposals due by December 31, 2025, and further details can be found at the provided source link.
    ALIAS Missionized Autonomy for Emergency Services - SBIR XL -
    DOD
    The Department of Defense, through DARPA, is seeking proposals for the SBIR XL topic HR0011SB20254XL-01, which focuses on developing innovative autonomy applications to enhance the capabilities of UH-60 and S-76 helicopters for emergency services, particularly in autonomous wildfire response. The initiative aims to leverage DARPA's ALIAS program and Sikorsky's MATRIX autonomy system to create third-party applications that facilitate real-time decision-making, integrated situational awareness, and advanced communication for tasks such as water drops, cargo sling loads, medical evacuations, reconnaissance, and crew shuttles. This opportunity is critical as it addresses the increasing frequency and intensity of wildfires, necessitating advanced technologies for rapid response and effective firefighting efforts. Proposals are accepted for Direct-to-Phase II (DP2) only, with a focus on demonstrating existing technical maturity, and the application due date is December 31, 2025. For more information, interested parties can visit the solicitation agency's website at https://www.dodsbirsttr.mil/topics-app/.
    Unbiased Behavioral Discovery Platforms -
    DOD
    The Department of Defense (DoD), through the Defense Advanced Research Projects Agency (DARPA), is seeking innovative solutions for the development of unbiased behavioral discovery platforms aimed at enhancing the detection and development of medical countermeasures against chemical and biological threats. The primary objective is to create automated systems capable of quantifying novel animal behaviors in preclinical models with greater sensitivity and specificity than current methodologies, while minimizing variability and ethical concerns associated with traditional animal testing. This initiative is critical for accelerating the identification of effective medical countermeasures and improving defense health capabilities. Interested parties should note that the opportunity is part of the Small Business Innovation Research (SBIR) program, with a release date of September 3, 2025, and applications due by December 31, 2025. For more information, visit the official solicitation page at https://www.dodsbirsttr.mil/topics-app/.
    Far Forward Manufacturing of CBRN Sensors -
    DOD
    The Department of Defense (DoD) is seeking proposals for the Far Forward Manufacturing (FFM) of Chemical, Biological, Radiological, and Nuclear (CBRN) sensors, as outlined in solicitation number CBD254-008. The objective is to accelerate the production of compact and economical CBRN sensors that require minimal logistical footprints, enabling real-time threat detection for warfighters while reducing reliance on complex supply chains through advanced manufacturing techniques such as 3D printing and biomanufacturing. This initiative is critical for ensuring force readiness and adaptability in modern warfare, with potential dual-use applications in commercial sectors like clinical diagnostics and environmental sensing. Interested parties should note that Phase I proposals are due by December 31, 2025, with potential funding of up to $500,000 available for successful Phase II performers who secure additional non-SBIR/STTR funding.
    Integrated Deployable Microsensors for Chemical Detection -
    DOD
    The Department of Defense (DoD) is seeking proposals for the development of Integrated Deployable Microsensors for Chemical Detection, aimed at providing early warning of chemical threats. The objective is to create a low size, weight, power, and cost (SWaP-C) microsensor capable of detecting chemical weapons agents and pharmaceutical-based agents in vapor and aerosol forms within a critical timeframe of 10 minutes. This technology is crucial for enhancing rapid response and decision-making in both military and civilian contexts, particularly for first responders in environmental detection and health monitoring. Proposals are due by December 31, 2025, with the opportunity opening on December 10, 2025, and further details can be found at the DoD SBIR website.
    Complex Geometries for Extended Wear Respirators Towards Regenerable Particulate Matter Protection -
    DOD
    The Department of Defense is seeking innovative solutions through the SBIR program to develop a rugged, 3D-printable, PFAS-free particulate filtration impactor system for extended-wear respirators in military operational environments. The objective is to create a regenerable filtration system that effectively reduces particulate matter (PM10 and PM2.5) exposure, addressing current limitations such as discomfort, clogging, and single-use constraints, while ensuring minimal breathing resistance during aerobic activities. This technology is crucial for protecting warfighters from cardiovascular and pulmonary diseases associated with high airborne particulate levels. Interested parties should note that the solicitation is set to open on December 10, 2025, with applications due by December 31, 2025, and further details can be found at the provided source link.
    Space-Based Interceptors for Boost-Phase Missile Defense in the Endo-Atmospheric Region -
    DOD
    The U.S. Space Force (USSF) is soliciting innovative solutions for space-based interceptors (SBIs) capable of conducting boost-phase missile defense within the endo-atmospheric region, specifically below 120 km altitude. The initiative aims to address critical capability gaps by developing compact, high-performance platforms that enable rapid, precise, and survivable engagements from space, focusing on high-G propulsion systems, advanced seekers, and low-size, weight, and power (SWaP) interceptors integrated into space vehicles. This effort is crucial for establishing a layered missile defense architecture and enhancing national security against evolving missile threats. Interested parties should prepare Direct-to-Phase-II proposals, as Phase I awards will not be made, with applications due by December 31, 2025. For more information, visit the solicitation link at https://www.dodsbirsttr.mil/topics-app/.
    xTechPacific Open Topic -
    DOD
    The U.S. Army, through the xTechPacific Open Topic initiative, is seeking innovative technological solutions to enhance military capabilities in the Indo-Pacific region, focusing on three key areas: detection of buried explosives and unexploded ordnance (UXO) in complex, iron-rich soils, advanced defensive capabilities for Army and commercial watercraft, and Electronic Warfare (EW) domain awareness. Proposals should demonstrate effectiveness in challenging environments, with a particular emphasis on cost-effective, adaptable solutions that can operate under extreme conditions. This opportunity is a Direct to Phase II (DP2) submission, offering funding of up to $2,000,000 over an 18-month period, with proposals due by December 17, 2025. Interested parties can find more information and submit proposals through the official solicitation link at https://www.dodsbirsttr.mil/topics-app/.