Aviation Data Analytics
Are you optimizing the performance of your vital aviation data analytics to drive bottom-line impact?
Wherever you find aviation data, chances are good that you are seeing Mosaic’s expertise at work in exchanging, parsing, fusing, and using that data in real-world applications.
Our core expertise is, and has always been, understanding and harnessing aviation data in performing R&D and complex analysis work. Mosaic spearheaded one of the earliest efforts to use data exchange between airlines and the FAA to support collaborative airport surface decision-making, culminating in several foundational elements of NASA’s Integrated Arrival, Departure, and Surface (IADS) traffic management system, deployed to Charlotte Douglas International Airport and the Dallas-Fort Worth metroplex under the ATD-2 (Airspace Technology Demonstration 2) project, and the FAA’s Terminal Flight Data Manager (TFDM). Our Fuser technology processes and synthesizes inputs from disparate data sources from SWIM and airline data feeds to provide a consistent set of fused flight data. Not only is it integral to IADS, but the Fuser also drives several other applications, including the Mosaic Situation Viewer (see what it can do for you at airportviewer.com) and efforts by NASA and the FAA to provide a cloud-based infrastructure for aviation data exchange.
Our expertise goes far beyond the airport surface. Both independently and with our partners, we routinely identify and develop capabilities and services that add value to the aviation data available directly from SWIM. Our breakthrough analyses have advanced weather translation, traffic flow management, Trajectory Based Operations, and trajectory data synchronization. We have advanced methods and capabilities for airspace users to provide data to the FAA from their aircraft and from their ground systems.
We are experts in these data exchange mechanisms because we helped build them. We have been at the forefront of developing standards for exchanging flight data (FIXM), aeronautical information (AIXM), weather information (WXXM), and maintenance and monitoring information (MMIXM).
In addition to SWIM data published by the FAA, our data analysis expertise has helped NASA predict Terminal Area traffic conditions in real time, identify anomalies in airport and flight operations in real time, and develop a knowledge graph to foster the Advanced Air Mobility environment.
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Mosaic ATM’s dedicated staff has successfully deployed aviation data analytics in government, commercial and consumer-facing applications.
Aviation Data Solutions
With more than 16 years of aviation and data analytics experience, Mosaic offers clients deep technical expertise coupled with a thorough understanding of specific industry applications.
ATD-2
Mosaic has developed predictive analytics use cases that are relevant to FAA, NASA, and operators. We leverage high-quality data and machine learning to improve the understanding and performance of aviation systems.
Other applications include:
- IADS
- TBO
Taxi Time Prediction
Accurate taxi time predictions are required for enabling efficient runway scheduling that can increase runway throughput and reduce taxi times and fuel consumptions on the airport surface.
Other applications include:
- E-2D Hawkeye Performance
- TFDM
Airport Viewer
Airport Viewer is aviation’s go-to surface situational awareness tool providing fast, real-time situational awareness for over 40 airports in the United States. Airport Viewer uses data from the FAA and industry leaders (such as FlightAware).
Other applications include:
- MMIXM
- FIXM
ATD-2
Mosaic has developed predictive analytics use cases that are relevant to FAA, NASA and operators. We leverage high quality data and machine learning to improve understanding and performance of aviation systems.
Other Applications Include:
- IADS
- TBO
Taxi Time Prediction
Accurate taxi time predictions are required for enabling efficient runway scheduling that can increase runway throughput and reduce taxi times and fuel consumptions on the airport surface.
Other Applications Include:
- E-2D Hawkeye Performance
- TFDM
Airport Viewer
Airport Viewer is aviation’s go-to surface situational awareness tool providing fast, real-time situational awareness for over 40 airports in the United States. Airport Viewer uses data from the FAA and industry leaders (such as FlightAware).
Other Applications Include:
- MMIXM
- FIXM
Latest Posts
- Mosaic ATM Wins NASA Phase II SBIR Award to Develop Signal Strength Toolkit for Advanced Air Mobility Vehicle
- Explanations in Lunar Surface Exploration (ELSE) for Machine Learning Models to Assist in NASA Rover Exploration
- Mosaic ATM Wins TORFP 2322 Award for NextGen Dynamic Airspace and PBFM Metrics Engineering Support
- Mosaic ATM Working with Shield AI to Support Aircraft Systems Engineering on V-BAT
- Mosaic ATM Wins First FAA SETIS TO Award
Projects
- Aviation Machine Learning (1)
- Best Research Paper (1)
- Blogs (10)
- Case Studies (10)
- Conference (3)
- Contract Award (24)
- News (43)
- Promotions (2)
- White Papers (6)
About Us
Mosaic ATM provides innovative aviation solutions backed by industry-leading predictive analytics, data science, NAS engineers, and human factors experts.