A lot of data has been generating by IoT sensors, collected by gateways needs AI based aggregators. AG1000 will fulfil the need for data aggregation at the edge. We explored and created a scalable array server, which contains 4 NVIDIA® Jetson™ TX2 modules which are then connected via Gigabit Ethernet fabric through 10G Uplink interface. The aggregator is a modular system which can support 4 front panel cards and one back panel additional computing and storage engine.