Recent posts by Mona

Be the first to know about top trends within the AI / ML monitoring industry through Mona's blog. Read about our company and product updates.

The best gifts for data scientists

Picture of Jonathan Bennun
Jonathan Bennun Dec 15, 2020 12:50:00 PM
The best gifts for data scientists

Looking for a special gift for a data scientist or a data engineer at the office or in your life? You’ve come to the right place then. It’s just so hard to please them! We spent hours crunching data and running experiments with various gift ideas, narrowing the list to some of the best options so you won’t have to. Happy shopping!

Should you use ML monitoring solution offered by your cloud provider?

Itai Bar Sinai, Co-founder and CPO Sep 14, 2020 6:30:00 AM
Should you use ML monitoring solution offered by your cloud provider?

As AI systems become increasingly ubiquitous in many industries, the need to monitor these systems rises. AI systems, much more than traditional software, are hypersensitive to changes in their data inputs. Consequently, a new class of monitoring solutions has risen at the data and functional level (rather than the infrastructure of application levels). These solutions aim to detect the unique issues that are common in AI systems, namely concept drifts, biases, and more.

We are building Mona to bring observability to production AI

Picture of Yotam Oren, Co-founder and CEO
Yotam Oren, Co-founder and CEO Jul 7, 2020 8:15:00 AM
We are building Mona to bring observability to production AI

Below, we use the term AI system. By this, we mean any software system that incorporates at least one predictive model, leveraging machine learning, statistical modeling, or any other AI techniques. A few examples: An automatic fraud detection system, a recommendation system, an image classification system, and a sentiment analysis of social media posts.