Practical AI Archives

Mosaic Awarded SBIR Phase I Contract by Department of Defense/Department of the Navy

Mosaic is pleased to announce that we have been awarded an SBIR Phase I contract by the Department of Defense/Department of the Navy.

By Sel Gerosa, 3 yearsJuly 15, 2022 ago

Case Studies

Improving Vehicle Alignment using Computer Vision

Mosaic built a computer vision solution to improve the process of a vehicle moving through an automated car wash.

By Sel Gerosa, 3 yearsJune 22, 2022 ago

White Papers

Extract Movement-Based Insights with Pose Estimation

Wielding the power of computer vision human action extraction to gain insights from video data presents an opportunity for logistics companies to make improvements for new and current customers.

By Sel Gerosa, 3 yearsJune 13, 2022 ago

White Papers

Analyzing Digital Platform Data to Understand User Behavior

As our world becomes more and more digitized, organizations need to leverage behavior data to provide a better customer experience and detect potential problems before they arise. This can be achieved by analyzing behavior patterns from digital platforms customers operate.

By Sel Gerosa, 3 yearsApril 27, 2022 ago

Case Studies

Predictive Maintenance Modeling for Industrial Machinery

Mosaic was contracted by multi-national manufacturer of construction and mining equipment to develop a proof-of-concept predictive maintenance model to predict equipment failure before it happens to minimize downtime and optimize maintenance schedules.

By Sel Gerosa, 3 yearsApril 26, 2022 ago

White Papers

Contextual Search Engine Development

Contextual search can be labeled as a search capability that focuses on the context of the user-generated query including the original intent of the user to show the most relevant set of results. It is quite different than traditional search technologies which focus only on keyword matching.

By Sel Gerosa, 3 yearsMarch 24, 2022 ago

White Papers

Automating Call Center Insight Extraction with NLP | Going beyond Sentiment Analysis

Mosaic used NLP algorithms to automatically extract various insights about people calling into a customer call center. We created a process to identify at-risk customers that called the previous day based on the transcript of the call.

By Sel Gerosa, 3 yearsMarch 10, 2022 ago

White Papers

How Deep Learning Facilitates Automation & Innovation and When to Use It

In our whitepaper, Mosaic explores deep learning , including when to use deep learning over machine learning using practical examples.

By Sel Gerosa, 3 yearsFebruary 2, 2022 ago

Blogs

Deriving value from IoT and sensor data with time series classification (TSC)

Anytime you wish to predict the transient state(s) of something or someone constantly monitored by sensors, time series classifications are the right tool. This article will explain some basic concepts of using deep learning models for TSC and finish with a brief discussion of ways to improve the performance to save on cost and speed.

By Sel Gerosa, 4 yearsJuly 28, 2021 ago