This research discusses the function of HR management reform as a mediating variable in the operations of civil service by analysing its impact on the effectiveness of decision making process in community based administration as a whole. It particularly explores how Reforms in HRM, related with strategic use of IT capabilities and adoption of AI based outcomes, to deliver a more flexible as well as efficient civil service workforce that would be able to solve complex community based problems. The infoldment goes along with into how AI-powered tools can delineate HR processes related with recruitment as well as sustainability appraisal to augment organisational efficiency as well as sustainability in community based sector entities. As well as, the along with of AI, within HRM through management information operations, optimises the decision-making process by making operations more precise and founded on information, leading to augmented recruitment, better long lasting operation and increased infoldment of staff.