Bloom install on Neo4j on AKS is not working

We have the Neo4j causal cluster installation on AKS running 3 core and 1 read replica. The browser access is done from an internal load balancer and everything is working fine. The problem is with the Bloom install.
So we followed the Neo4j documentation located at : Installation and activation - Neo4j Bloom under the heading Bloom server but when we try accessing it with http://IPAddressOfClusterLB:7474/bloom, it gives a 404 not found.