The potential enhancement of extract from Mimosa pudica (M.pudica) leaf for sensitizing TiO2 layer towards the production of organic solar cell is investigated. A unique diffusion model that incorporates the concentration of the extract in the TiO2 layer is adopted. The diffusion characterization of the extract into the TiO2 provides a proper understanding of the dynamics of the extract within the layer. This research applies the combination of experimental and numerical techniques towards the investigation of the diffusion characteristics in Mimosa pudica extract. Experimental chromatograph of the extract is conducted in order to reveal the properties and concentration of the extract. Three different thickness of TiO2 deposit, and are sensitized at different hours in order to monitor the absorbance. Using the finite volume method (FVM), the adsorption and diffusion characteristics of the extract into the layer of TiO2 are modelled. The current voltage characteristics of the cell are combined in series as a standard module and its application modelled in an audited office space. The cell area characterised is 0.3848 cm2, the conversion efficiency of 1.35 % is obtained. The concentration model of the extract in TiO2 and the entrance velocity is presented. The experimental and numerical results compared favourably. However, it is anticipated that additional taxonomical characterization of M.pudica and advanced investigation into organic matrix composite will provide a useful guide for the synthesis of the natural dye and enhance the conversion efficiency of the solar module for renewable power generation.