[1] The station is located between Jalan Bangsar and the KL Eco City development to the south of the central business district of Kuala Lumpur.

The station is named after the former Kampung Haji Abdullah Hukum, a village which was located between Jalan Bangsar and the Klang River, which has now become the KL Eco City development.

The station is of the standard Kelana Jaya Line elevated station design, with the two elevated floors – a concourse level and two side platforms above the concourse level – above the ground floor which is used as a kiss and ride and taxi drop-off area.

Construction of the station began in 2014 by KL Eco City's developer KL Eco City Sdn Bhd, a subsidiary of Malaysian developer S P Setia, on 0.6 hectares of land owned by Railway Assets Corporation Sdn Bhd, the owner of all assets operated by KTM.

[3] Despite its relative close proximity, there was no proper connection from the Abdullah Hukum station to Mid Valley City which lies just 250 metres east for many years.