Quantitative Imaging Systems (Qi) is a biotechnology business developing imaging systems with a primary focus use of digital imaging microscopy in the cancer space. Combining next generation image analytics and visualization technologies with recent advances in reagents and optics, Qi is amepting to break barriers in resolution, color, and dimensionality. Tissue architectural information can now be augmented with highly multiplexed single cell analysis, providing a wealth of information that was not previously available. QiTissue combines the power of cell based analytics, machine learning, and visualization enabling unprecedented insights into spatial concepts: tumor nests, islands of resistance, interactions with stroma during metastatic progression, and the effect of each type of immune cell.