White Papers
Best Practices for Validating Airport Surface Data and Gate Adaptations
Explore best practices for validating airport surface data and gate adaptations using GIS maps, satellite imagery, operational data, and quality checks.
Blogs
Why Aviation Needs Explainable AI More Than Ever
Artificial intelligence (AI) is becoming an increasingly important part of modern aviation. From predicting traffic congestion and optimizing flight operations to evaluating regulatory compliance and supporting complex airspace decisions, AI offers opportunities to improve safety, efficiency, and operational performance. However, as aviation organizations adopt increasingly sophisticated AI tools, an important Read more
Case Studies
Advancing Rail Safety with Computer Vision and Human Factors
Mosaic ATM developed a scalable, camera-based framework to better understand fatigue progression in safety-critical transportation operations.
Aviation Artificial Intelligence
AI Isn’t Replacing Air Traffic Controllers; It’s Giving Them Better Decisions
Artificial intelligence in aviation tends to attract two competing narratives. In one, AI solves congestion, delays, staffing challenges, and nearly every other operational problem. In the other, it is an unproven technology that threatens to remove experienced professionals from safety-critical decisions. Neither version accurately describes where AI is headed today in air traffic control.
Blogs
Digital Twins for Airports: Why They’re Becoming Essential for Surface Operations
Airport operators and aviation stakeholders already have access to more operational data than ever before. The challenge is turning that data into a shared, accurate, and forward-looking understanding of airport operations. That is where digital twins are becoming increasingly valuable.
Aviation Machine Learning
Transforming Weather Forecasting with AI: A Case Study of the OLYMPUS SBIR Project
Mosaic ATM’s drone services company, Aerial Vantage, developed OLYMPUS, which uses ML models to drastically reduce weather prediction data computational time while extending forecast horizons significantly.
White Papers
Visual Integration of Language Models in Automotive Safety (VILMAS)
Mosaic ATM partnered with Touchstone Evaluations (Touchstone) to complete Phase I of the Visual Integration of Language Models in Automotive Safety (VILMAS) Small Business Innovation Research (SBIR) project, funded through the National Highway Traffic Safety Administration (NHTSA).
News
Mosaic Supports the Release of FAA’s MMIXM 4.0.0
Mosaic is proud to support the development and release of the FAA’s Maintenance Management Information Exchange Model (MMIXM) 4.0.0, a vital data standard that enhances the communication of operations and maintenance information across the NAS.
News
Mosaic ATM’s FMDS Program Recognized in FAA PMO Team Talk Webinar
Mosaic ATM is proud to have been prominently featured in the FAA’s PMO Team Talk: All Looks Clear in the Cloud Webinar. The Mosaic FMDS program received enthusiastic recognition for its outstanding contributions to the Flow Management Data and Services (FMDS) program, particularly its work in advancing cloud-based modernization for FAA traffic flow management systems.
White Papers
Optimizing Uncrewed Aircraft Fleet & Flight Operations (UA-FFOpt) and the Fleet Logistics Optimization Engine (FLOE)
Aerial missions are becoming indispensable across industries, and optimizing operations for uncrewed aircraft and their supporting ground crews is critical. Mosaic ATM’s Uncrewed Aircraft Fleet & Flight Operations Optimization (UA-FFOpt) was designed to investigate this challenge by creating a proof-of-concept system aimed at optimizing large-region missions in terms of both aircraft flight time and ground crew costs.