The most straightforward application of HiTEA is for future reaction optimization reactions, either in high throughput or in batch. Whilst HTE can explore swaths of chemical space, the combinatorial cross of all feasible reagents x catalysts x ligands x additives with even a limited set of reactants is unfeasible. HiTEA can give a visualization of the breadth of the scope and rapidly assess the statistically significant best and worst reagents, guiding the chemist to optimal reaction outcome. One could imagine HiTEA being used in conjunction with Shields et al.'s Bayesian optimizer for even faster optimization. Additionally, temporal analysis is straightforward to run to visualize trends in poor and excellent conditions over time, adding further versatility to HiTEA's utility in reaction screening.