Whylabs helped us setup end-to-end monitoring of our ML projects
What do you like best about the product?
* The customer support is very helpful and proactive
* Tool allows for easy ingestion of big number of features and setting up initial monitoring on them
* We can use it to monitor both: input quality and model performance
* The alerts can be raised to specific group of users via specific channels (email/slack), which is helpful
* Tool allows for easy ingestion of big number of features and setting up initial monitoring on them
* We can use it to monitor both: input quality and model performance
* The alerts can be raised to specific group of users via specific channels (email/slack), which is helpful
What do you dislike about the product?
* It can be challenging to setup the monitoring in the correct way when it comes to sensitivty - it requires a lot of trial and error
* Some actions are not possible via UI and require specific API calls
* Documentation can be hard to navigate
* Some actions are not possible via UI and require specific API calls
* Documentation can be hard to navigate
What problems is the product solving and how is that benefiting you?
Monitoring model performance and input data quality in one place.