Allegro AI Trains Server is a powerful solution, especially for Machine and Deep Learning to perform experience management. Below are some of the areas I liked- 1. An OpenSource solution, so you can find the Github repo to start with it. 2. Create GPU clusters in less than 10 minutes. 3. Affordable deployment as per choice in On-prem, Cloud, or hybrid. 4. ML Ops scheduling and orchestration are easy. 5. It automatically captures the entire experiment environment & variables, git information, platform environment(such as python, etc) 6. Reproducibility and improving team collaboration 7. Easy integration via Code Snippets 8. Create robust leaderboards and compare the performers.