What is AI and How Does it Learn?
4 Ways AI and Machine Learning Could Feature in MFT
1. Optimised File Transfer Speeds
Managed File Transfer within a Reinforcement Learning Model
2. Dynamically Spread Transfer Workflows for Better Resource Utilisation
Managed File Transfer within a Supervised Learning Model
3. Determine and Apply Optimal Compression
Let’s look at this idea in more detail. In this example we we have a video file. The file has the following parameters or attributes contained within in the file’s metadata:
Length: 20 Minutes
Managed File Transfer within a Decision Tree Neural Network
We could take it further - if the SLA is breach it could trigger a workflow first which could run a diagnostic connection test to make sure that not only can you reach the sender, but you are able to receive files. Then alert the administrator that the system is healthy and that the issue is external in nature. Where the problem is with the connection, it could detail that either the sender cannot be reached or that your system is having issues.
What’s on the Horizon?