Recent posts by Mona

In the rapidly evolving landscape of AI, staying ahead of the curve is crucial for data scientists and engineers. With the increasing adoption of large language models (LLMs) such as OpenAI’s GPT, monitoring the performance, quality and efficiency of the applications that leverage these models has become crucial for businesses. As a leader in intelligent monitoring solutions for AI, we have leveraged our industry expertise and existing platform to develop a monitoring solution specifically tailored for GPT-based products, enabling teams to optimize the performance of their applications and improve their usage of LLMs over time.

As the use of AI becomes more widespread across various industries, the need to monitor AI-driven applications for anomalies and unexpected behaviors has become increasingly important. Each use case is different and may require a unique set of fields and metrics to effectively identify and surface anomalous behaviors early before business is negatively impacted. At Mona, we are committed to providing the most advanced AI monitoring platform to improve the accuracy and reliability of AI-based systems. We have developed a one-of-a-kind insight generator designed to detect the specific data segment in which the anomaly lies, providing users with the full context of the behavior including possible explanations on why it is occurring. The key to successful AI monitoring lies in the ability to adhere to the intricacies of each use case, providing users with valuable insights to optimize their models and processes. Following numerous user requests, we just enhanced our monitoring capabilities to use geo-location and multiple timestamp fields in any monitoring context.

In today's data-driven world, organizations increasingly rely on data to inform their decision-making, resulting in the need for efficient and accurate data analysis tools. In the last two decades, a plethora of tools for analytics, data science, and BI have been created to meet this need. However, one basic problem in data analysis has remained elusive: the problem of automating multivariate exploratory analysis clearly and free of noise.

We recently announced our latest innovation to our intelligent monitoring platform - Mona’s new AI fairness feature. This feature assists with eliminating bias with AI-driven applications, increasing trust in your machine learning models in production to ensure compliance readiness.