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.

Posts about MLOps (4):

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

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 AI 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, data drifts, biases, and more.