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…
Human Performance (HP) Fatigue Recommendations
This use case will be used to develop and understanding of HP Fatigue recommendations and ties to safety risk.
Prognosis and Diagnosis Based on Contributing Factors to Safety Risk
To increase expainability and interpretability of changes in safety risk based on contributing factors from and LLM tuned to Human Factors Common Taxonomy.
Knowledge Representation for Deep Learning
The overall purpose of the effort is to establish Knowledge Graph usage to develop Deep Learning, starting with a specific problem statement. The problem statement is to "Enhance…
Identification of Similar Continued Operational Safety (COS) Events
AIR is utilizing AI within Palantir Foundry (i.e., Foundry's "Artificial Intelligence Platform" (AIP)) to search, find and link similar types of events (e.g., Continued Operationa…
Flight Standards Inspector Readiness Program (FSIRP)
This use case will help automate current manual processes and reduce tasks.
Court Reporting and Testimony Management Platform
This technology will provide solutions for remote, hybrid, and in-person proceedings that will include both transcription and translation services.
AI-Assisted Legal Research
The AI-Assisted Research will return a summarized overview or draft with detailed insights from top results, along with a list of key cases statutes and regulations.
Service Difficulty Reporting System (SDRS) Joint Aircraft System/Component Code (JASC) Code Picker
This use case will leverage AI to assist in sorting and assigning proper JASC codes within the SDRS environement as an addition into the next development cycle for SDRS.
Case and Document Management Copilot
The Copilot would be natively embedded across an application to deliver a consistent user experience that can answer questions, generate content, and dynamically automate any acti…
AI Freedom of Information Act (FOIA) Request Classification
Will strengthen the Intake and Assignment Branch's precision of FOIA request assignments at the first take, freeing up time to actively engage with requesters and customers alike.…
Community Engagement Chat Bot
Assisting the public in finding information on the FAA website.
Explainable and robust deep semi-supervised model for multi-class anomaly detection in flight data
This model is a semi-supervised deep learning based anomaly detection for aircraft flight data. It is designed to work when a small subset of data is reviewed and labeled by exper…
Machine Learning Airport Surface Model: Airport Configuration Prediction
The ML-airport-configuration software is developed to provide a reference implementation to serve as a research example how to train and register Machine Learning (ML) models inte…
Machine Learning Airport Surface Model: Arrival Runway Prediction
The ML-airport-arrival-runway software is developed to provide a reference implementation to serve as a research example how to train and register Machine Learning (ML) models int…
Machine Learning Airport Surface Model: Departure Runway Prediction
The ML-airport-departure-runway software is developed to provide a reference implementation to serve as a research example how to train and register Machine Learning (ML) models i…