Disclosed are systems and methods for manipulating chemical, biological, and / or biochemical samples, optionally supported on substrates and / or within chambers, for example biological samples contained on chips, within biological chambers, etc. In certain embodiments, an apparatus configured to be able to position a chamber or other substrate in one or more modules surrounding the apparatus is disclosed. The apparatus may be configured to be able to move the chamber or substrate in any set of directions, such as radially, vertically, and / or rotationally, with respect to the apparatus. The apparatus may be manually operated and / or automatically controlled. Examples of modules include, but are not limited to, stacking or holding modules, barcode readers, filling modules, sampling modules, incubation modules, sensor modules (e.g., for determining cell density, cell viability, pH, oxygen concentration, nutrient concentration, fluorescence measurements, etc.), assay modules (e.g., for ELISA or other biological assays), data analysis and management modules, control modules, etc. Sensors, control systems, and the like may also be positioned to facilitate operation of the device. Certain embodiments of the invention may be used, for example, to promote or optimize chemical synthesis or cell or biological growth, for instance, for the production of compounds such as drugs or other therapeutics.