Recent posts by Mona

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Posts by Mona Team:

Mona expands monitoring capabilities to support intelligent automation processes

Mona Team Apr 14, 2022 12:15:45 PM
Mona expands monitoring capabilities to support intelligent automation processes

Mona is happy to announce the expansion of use cases supported by the intelligent monitoring platform for AI / ML to include Robotic Process Automation (“RPA”) workflows. Currently providing customers across 8 different industries with actionable insights into their AI systems, Mona excels at providing complete process visibility, detecting issues within specific segments of data. As a highly extensible platform for many use cases including machine learning, NLU/NLP, speech recognition, and vision, the extension to support intelligent automations and RPA is seamless.  

The Three Must-Haves for Machine Learning Monitoring

Mona Team Mar 22, 2022 1:12:44 PM
The Three Must-Haves for Machine Learning Monitoring

Monitoring is critical to the success of ML models deployed in production. Because ML models are not static pieces of code but, rather, dynamic predictors which depend on data, hyperparameters, evaluation metrics, and many other variables, it is vital to have insight into the training and deployment process in order to prevent model drift and predictive stasis. That said, not all monitoring solutions are created equal. These are the three must-haves for a machine learning monitoring tool, whether you are deciding to build or buy a solution.