Mosaic employs techniques like MLOps to monitor modeling efforts.
A hospitality technology disruptor was developing a new sensor suite to detect when a guest was smoking inside a property and distinguish it from approved activities such as cooking. They engaged Mosaic to build time series classification models to identify and alert on smoking events from the streaming sensor data.
The "Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence" Executive Order underscores the need for responsible AI use to mitigate potential risks in the face of recent rapid advances in artificial intelligence, such as the launch of ChatGPT and other generative AI tools that have accelerated a global movement to regulate U.S. tech giants. Mosaic Data Science’s GenAI Readiness Assessment was specifically designed with the latest LLM hype in mind, packaging our expertise in using these models into a robust evaluation of use cases that can benefit from ethical AI implementation.
Using AI to analyze sensor data, Mosaic helped a renewable energy producer optimize furnace temperature to improve wood pellet production efficiency by reducing slag production and pressure buildup and providing control room operators with easy-to-use recommendations for setting furnace controls.