From the analysis it shows that the higher the income, the higher the SLI will be. It can be concluded that household income plays a significant role in the increasing the livelihood assets. Most of respondents from all group of income attained an SLI between 0.26 and 0.5. The results also showed the hard-core poor group were obtained relatively low index at less than 0.5 for all asset groups except for physical asset. Natural, human, financial and social asset were appeared to be the least asset possessed by the poor. Thus, the entrepreneurial projects the will be introduced to the poor must be diverse in terms of technical knowledge and capital requirements and the level of risk that may be encountered. The home based entrepreneurial activities such as telecommunication, food processing, retailing, sewing and craft might be more appropriate. However financial support from government and other related agencies by encouraging them to involve in microcredit and cooperative systems could enhance their financial status to ensure smooth implementation of the entrepreneurial project.