AI/ML for Space and Maritime Applications

#CAAML

Fall2023

Colorado Springs, CO

How might the United States Space Force and United States Navy introduce commercial capabilities to innovate operational mission environments with Artificial Intelligence and Machine Learning?

Problem Statement

Machine Learning is the capability of a machine to learn and imitate intelligent human behavior. Machine learning is a subset of Artificial Intelligence that is fixated on information systems that learn, without being specifically programmed to do so.

From the DoD perspective, artificial intelligence is likely to enhance task automation and decision support that will enable US Guardians, Sailors, Airman, Soldiers and Marines to defend our nation. Specifically, the descriptive, predictive, and prescriptive functions of machine learning can catalyze day-to-day operations and training by properly equipping the USSF and USN with leading edge technologies.

Domestic solutions, with commercial market viability, are desired across a wide array of relevant technologies. Mature solutions may have demonstration opportunities in training exercises with operational users.

Topics of Interest:

  • Object Detection and Image Analysis/Battle Damage Assessment/Automated Target Recognition in support of operations.
  • Automation of planning and visualization
  • AI/ML at the edge including Neuromorphic Computing
  • Pattern-of-Life-Analysis used to identify abnormal behaviors within complex environments.
  • Self-healing algorithms
  • Verification in deployed environments with feedback. Adaptations to changes on the fly decision support paired with assessment validation.
  • Automation of legacy functions
  • Cross domain detection and adaptation
  • Automated tracking and planning capabilities for complex threats.

___________________________________________________________________________

Additional Contextual Information:

The Chief of Space Operations Planning Guidance states that: “We will make every effort to train in realistic, contested conditions … In both competition and conflict adversaries will seek to impose fog and friction through degraded systems, compromised networks, false information, and disrupted communications. We will develop and acquire high fidelity simulators, virtual and augmented reality, and artificial intelligence to improvise war-fighting proficiency against a thinking, reacting adversary and foster the critical thinking and decision-making skills required in combat.”

Presidential Executive Order 13859; Maintaining American Leadership in Artificial Intelligence states that:

Continued American leadership in AI is of paramount importance to maintaining the economic and national security of the United States and to shaping the global evolution of AI in a manner consistent with our Nation’s values, policies, and priorities.

Promote sustained investment in AI R&D in collaboration with industry, academia, international partners and allies, and other non-Federal entities to generate technological breakthroughs in AI and related technologies and to rapidly transition those breakthroughs into capabilities that contribute to our economic and national security.

DoD 5 AI Ethical Principles:

  1. Responsible
  2. Equitable
  3. Traceable
  4. Reliable
  5. Governable

Schedule

June 21, 2023 at 10 am MT'Ask Me Anything' Virtual Session
July 5, 2023 at 5 pm MTApplication Deadline
July 18-20, 2023Applicant Pitch Days
August 22-25, 2023On-Week in Colorado Springs
August 28-31, 2023On-Week in Colorado Springs
September 19-22, 2023On-Week in National Capital Region
September 25-28, 2023Virtual On-Week
October 17-20, 2023On-Week in Colorado Springs
October 23-25, 2023On-Week in Colorado Springs
November 7-10, 2023Final Week in Colorado Springs
November 9, 2023Demo Day in Colorado Springs
June 21, 2023 at 10 am MT'Ask Me Anything' Virtual Session

Watch Recording HERE

July 5, 2023 at 5 pm MTApplication Deadline
July 18-20, 2023Applicant Pitch Days
August 22-25, 2023On-Week in Colorado Springs
August 28-31, 2023On-Week in Colorado Springs
September 19-22, 2023On-Week in National Capital Region
September 25-28, 2023Virtual On-Week
October 17-20, 2023On-Week in Colorado Springs
October 23-25, 2023On-Week in Colorado Springs
November 7-10, 2023Final Week in Colorado Springs
November 9, 2023Demo Day in Colorado Springs

Cohort Blog

  • #CAAML Week 10

    #CAAML Week 10

    Last week, the Accelerator wrapped up week 10 of the #CAAML cohort! As always, thank you to the SMEs and Navigators who support these companies and offer guidance and resources. We are so grateful for each and every one of you, and look forward to welcoming the cohort companies back for their final week of […]
  • #CAAML Week 9

    #CAAML Week 9

    The Catalyst Accelerator team welcomed the #CAAML cohort back to Colorado Springs for Session 3 of the program on October 17th. The companies heard from eighteen subject matter experts throughout the week and continued working diligently to prepare for Demo Day. It’s hard to believe that we are in the home stretch of the #CAAML […]
  • #CAAML Week 6

    #CAAML Week 6

    Last week, the #CAAML cohort wrapped up Session 2 of the program. It was a virtual week for the companies, but the team was able to pull together a fantastic lineup of subject matter experts that spoke to and met with the group throughout the week. The Catalyst Accelerator team also attempted a new programming […]

Cohort Companies

Data Squared

At Data Squared USA Inc, our mission is to revolutionize data analysis through cutting-edge technology and expertise in Natural Language Processing (NLP) and Large Language Models (LLM). By unlocking valuable insights from millions of unstructured data sources through the application of knowledge graphs, we build ontologies that empower organizations to make informed decisions that go beyond traditional quantitative analysis. Our focus lies in developing efficient Machine Learning Operations (MLOps) pipelines, and providing novel solutions that leverage the potential of unstructured data for impactful outcomes.

Duality Systems

Duality Systems focuses on business optimization in four core areas supported by PhD-level expertise: Operations Analytics, Artificial Intelligence (AI), Data Science, and Decision and Risk Analysis. Our scheduling product, Balance Scheduler, uses AI-based algorithms to produce efficiencies of scale, provide better solutions that can ingest more variables and potential outcomes near-instantly, and drive a far better user and organizational experience. It can be applied to personnel, operations, and logistics. It creates the conditions for more informed decisions, larger decision windows, and efficient long term strategic planning as well as shaping long-term risk mitigation and decision support strategies within the most complex environments.

Exosite provides off the shelf products and services to Industrial OEMs and other organizations that benefit from collecting data from equipment, analyzing that data and taking action based upon the data. Exosite has worked with hundreds of customers since its founding in 2009 with a current focus on organizations providing maintenance and services to high value equipment. Exosite’s software offers a low code experience, is highly configurable, and offers flexible integrations with 3rd party systems without requiring software development expertise.

Precursor SPC

Precursor SPC’s vision is to ensure continuous global superiority in space operations through accurate and timely information advantage, distribution and execution. Precursor is developing a first-of-a-kind AI/ML Space Weather Nowcasting and Forecasting platform, the only solution available today that provides real-time high resolution 4D representation of the actual Space environment, and delivers on-demand actionable Space Weather information for military, civilian and commercial operations. Precursor’s Nowcasting refers to forecasting current and near-future events based on real-time rather than historical data or physics-based models. Precursor’s Nowcasting is based on a high-fidelity representation of the actual Space environment and is the foundation for Forecasting. Precursor’s real-time Space Weather Nowcasting and Forecasting delivers unmatched capabilities for public safety and national security Use Cases.

R-DEX Systems, Inc.

R-DEX Systems, Inc. develops and deploys cutting edge Artificial Intelligence (AI), robotics, and advanced sensor solutions for mission critical systems. Our vision is to bring AI out of experimental settings and into operational environments. As a leading innovator of advanced AI systems for the Department of Defense, R-DEX has built efficient AI and machine learning operational pipelines and services to support the development and deployment of trusted and generalizable AI technologies. This has resulted in a portfolio of AI products that span multiple sensor modalities for a wide range of applications in Aided/Automatic Target Recognition (Ai/ATR), Electronic Warfare (EW), Signals Intelligence (SIGINT), radar, wireless communications, and autonomous systems.

RS21 is a data science company that uses AI, data engineering, design, and software development to create AI/ML solutions for NNSA, DHS, and DOD. Our team brings deep expertise in predictive model development, risk and threat modeling, natural language processing, and data governance and standards. RS21 has built a proven AI-powered tool that performs fault detection and prediction to safeguard critical equipment and the important functions they perform.

Cohort Sponsors

Demo Day Sponsor

Cohort Sponsor

Navigators

Explore Colorado Springs

Keep Up to Date with
Catalyst Accelerator News and Events!