Striving towards safer skies with physics-based modeling and simulation combined with advanced machine learning techniques and predictive analytics​

One key ingredient in improving aviation safety is openly exchanging safety information. Concepts Beyond is helping to engineer advancements in the FAA's Aviation Safety Information Analysis and Sharing (ASIAS) program's architecture to provide better data analytics and metrics, and improve performance. This includes the integration of new Artificial Intelligence (AI) technologies such as Machine Learning (ML), Natural Language Processing (NLP), and predictive analysis to further enhance decision-making processes and inform policy-making. 

One key ingredient in improving aviation safety is openly exchanging safety information. Concepts Beyond is helping to engineer advancements in the FAA's Aviation Safety Information Analysis and Sharing (ASIAS) program's architecture to provide better data analytics and metrics, and improve performance. This includes the integration of new Artificial Intelligence technologies such as ML, NLP, and predictive analysis to further enhance decision-making processes and inform policy-making. 

Our Role

To mature these concepts and promote their adoption across the globe, Concepts Beyond has: ​

  • Performed data cleansing and pre-processing for large volumes of structured and unstructured safety data
  • Created interactive visualization dashboards for safety data
  • Analyzed incident data to identify root causes and develop corrective actions to prevent future incidents
  • Combined our data analysis with ML and NLP techniques to identify emerging safety risks and take proactive measures to mitigate them

Showcase

Safety Report Analysis

Identify occurrence categories, phase of flight, hazards and other relevant information from safety report narratives using NLP with Large Language Models (LLMs).

ATC Voice Data Analysis

Classify transcripts of pilot-controller voice communication into various categories based on a taxonomy (Emergency and Safety, Clearances and Instructions, etc.) and extract named entities (Callsign, Altitude, Facility, etc.)

Rotorcraft Safety

Mitigate helicopter accidents, enhance the overall fidelity of simulation models, improve pilot’s flight training, develop secure safety analyses through the helicopter flight data monitoring program, support risk mitigation efforts, and facilitate risk-based decision-making for helicopter operators. 

Tomorrow's solutions, today!

Find how Concepts Beyond can make your dream a reality!

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