To deploy the wide variety of mobile IoT sensors such as water meters, electricity meters, parking sensors etc. there is no unified way to determine the optimal sensor location with predictable connectivity SLAs. In the absence of network health assessment and visibility, after deployment the sensors often exhibit poor performance due to suboptimal connectivity. This drains resources, results in multiple truck rolls for problem resolution by either trying a new location or a different sensor. These impact both customer experience and overall cost of deployment.