An innovative method for constructing a multi-operand binary tree adder that simultaneously emphasizes area, latency, and energy efficiency is proposed in this study. Significant gains in area, latency, and energy consumption are achieved by the proposed MOBTA by introducing a novel architecture that harnesses the hierarchical structure of tree adders, as opposed to traditional designs. With the help of efficient carry generating methods and optimal logic designs, the proposed MOBTA reduces the total area footprint and lowers critical route latency. An extensive investigation of different operand sizes and tree architectures allows for flexible performance in different input situations. The suggested MOBTA is shown to be effective by comprehensive simulations and synthesis, which proves its suitability for integration in both low-power and high-performance computer systems. Here, the essential path of ripple carry adder (RCA)-based new carry skip adder is analyzed to seek out the probabilities for delay diminution. Supported the findings of the analysis, the new logic formulation and therefore the corresponding style of RCA square measure changed for the CKA. Result reveals that the proposed BTA-MOA provides the efficient results in area minimization and also delay efficient structure for multipliers and other applications. Therefore, this binary tree adder based multi operand design can be a better choice to develop the efficient digital systems for signal and image processing applications.