What I like most is how Forward Enterprise builds a full digital twin of the network. It gives a clear view of everything without needing extra tools or agents. I can search the network like a database and quickly understand paths and dependencies.It also helps a lot with troubleshooting. Instead of guessing where the issue is, I can verify paths and see exactly what is happening across cloud and on prem environments. That saves a lot of time in daily operations.

The auto discovery is really cool. I plugged it into my network and after about an hour it had already found and mapped all of the devices on my network and threw up some alerts. The buss is running behind schedule and I am just sitting here looking at it discover everything I knew I had on the network. The Layer 2 / 3 visual Map of your Network is awesome.

My team is in charge of the architecture that links our on-premise Hadoop clusters to AWS data lakes. I am a Cloud Data Engineer at a large company. Forward Enterprise is great for my everyday job because it shows us how our big hybrid network works. Before, when a data pipeline broke down, we would spend hours arguing with the NetOps team over whether it was a firewall block or an application timeout. I now use their Network Query Engine (NQE) to quickly see if there is a clear path between our on-premises Kafka brokers and our AWS Redshift servers in the cloud. The "digital twin" component of the math lets me identify exactly where traffic is dropping, whether it's a Cisco ASA firewall policy or an AWS Security Group misconfiguration, without having to enter in as an admin to those devices. It has turned our troubleshooting from a frustrating guessing game into concrete, undeniable proof.