This chapter discusses the pre-processing stage, where data is cleaned, aligned, and prepared for integration into the HBIM model. The chapter takes a technical angle, addressing data management and preparation for use in the subsequent stages of reconstruction. The purpose of this chapter is to ensure that readers understand the critical role of pre-processing in creating an accurate and cohesive HBIM model, thus avoiding potential issues in the later stages.