Improve and Speed up the Certification Service Oversight Process Using Intelligent Document Review
Before digitization: * The Certification Services Oversight Process (CSOP) is a manually intensive paper process * Requires the public and small businesses to provide input for…
Determining Surface Winds with Machine Learning Software
Successfully demonstrated use of an AI capability to analyze camera images of a wind sock to produce highly accurate surface wind speed and direction information in remote areas t…
Remote Oceanic Meteorological Information Operations (ROMIO)
ROMIO is an operational demonstration to evaluate the feasibility to uplink convective weather information to aircraft operating over the ocean and remote regions. Capability conv…
Head Kinematics Prediction
Description: Utilize deep learning models for predicting head kinematics directly from crash videos. The utilization of deep learning techniques enables the extraction of 3D kinem…
Crash Parameter Prediction
Description: Utilize deep learning for predicting crash parameters, Delta-V (change in velocity) and PDOF (principal direction of force), directly from real-world crash images. De…
Crushed Aggregate Gradation Evaluation System
Description: Deep learning computer vision algorithms aimed at analyzing aggregate particle size grading. Input: Images of ballast cross sections
Automatic Track Change Detection Demonstration and Analysis
Description: DeepCNet-based neural network to identify and classify track-related features (e.g., track components, such as fasteners and ties) for ""change detection"" applicati…
Predictive Analytics Using Autonomous Track Geometry Measurement System (ATGMS) Data
Description: Leveraging large volumes of these recursive track geometry measurements to develop and implement automated machine-learning-based processes for analyzing, predicting,…
Integration of small Unmanned Aircraft System (sUAS) Geospacial Information System (GIS) Technologie
This use case will be used to enable new methods and tools that support the maintenance of life cycle of National Airpsace System (NAS) infrastructure.
Geolocating and Identifying Vehicle Hard Brake, Acceleration and Seat Belt Usage with CV Data
Description: The ongoing work leverages AI/ML in big traffic data analytics to identify roadway geolocations where potential safety issue may exist through the integration of con…
Exploratory Advanced Research group of projects
Description: The Exploratory Advanced Research (EAR) Program addresses the need for longer term, higher risk research with the potential for transformative improvements to transpo…
Surface Safety Metric (DOT Key Performance Indicator)
Creating weighting scheme values based on safety data for measuring and monitoring safety risk in the National Air Space. The weights are used to generate safety indices for surfa…
Tech Ops LLM Document Search
The AI system designed for Tech-Ops personnel is a comprehensive support tool that enhances efficiency by providing rapid, contextually accurate answers drawn from a central Knowl…
Human Resources Policy Manual (HRPM) LLM Document Search
To allow employees to quickly and easily (via natural language processing) ask Human Resource policy questions and quickly receive back an easy to understand response.
Financials LLM Document Search
Improving efficiency and productivity in budget and finance.
Civil Aviation Registry Electronic Services (CARES) LLM Document Search
CARES will use AI (Azure chatbot) to scan thousands of pages and generate an accurate answer. The benefits will be a faster and deeper understanding of the business requirements s…
Financial Policy LLM Document Search
The Financial Policy Chatbot (AI system) will search a variety of financial policy documents to answer users' financial policy questions, and more importantly, will link to the do…
Spectrum Assignment & Engineering Team LLM Document Search
Intended purpose: To make the user experience of end users more easy and interactive and engaging. Benefits: Increased customer satisfaction of FAA's coordination systems' users
National Program Office LLM Document Search
The intended purpose is to provide answers to Element Design Data collection Tool (ED DCT) questions used during COS (continued operational safety), IC (initial certification), an…
FAA Orders and associated supplemental change notices LLM Document Search
The intended purpose of the AI chatbot is to streamline the retrieval of information from multiple FAA Orders and change notices. The expected benefits include saving time, improv…
Remote Maintenance Monitoring (RMM) Analyzer Copilot
The intended purpose of the AI is to serve as a "Copilot" for technical operations, allowing users to interact with complex data in plain language. This Copilot will retrieve, int…
National Airspace System (NAS) Safety Anomaly Metric with STAD integration (Safety Trend Analytics D
To measure and monitor the degree of anomaly or deviation from a baseline based on safety data in the National Air Space to the Service Area, district, and facility level.
Using Generative AI to Automatically Tag Narratives with Human Performace Common Taxonomy Factors
Using genAI, automatically tag text narratives from Comprehensive Electronic Data Analysis and Reporting (CEDAR) Mandatory Occurrence Reports (MOR's) with factors from Human Perfo…
Generative AI Use Case from Inventory
This use case will be used increase trust in new technology approach through this socialzation exercise. And increase buy-in and education of stakeholders with a useful product fr…