For several decades, transition-metal catalysis has been ap opular methodf or many functional group transformations in organicc hemistry.R ecent developments in sustainability and applicationso fe arth-abundant metals have resulted in as ynthetic renaissance and have attracted considerable interest in less toxic and inexpensive first-row transition-metal catalysts such as nickel. Herein, we highlight some recent computationali nsights into the reactionm ech-anismso fN i-catalyzed hydrofunctionalizations (i.e.,h ydrogenation,h ydrovinylation, hydroacylation, hydroheteroarylation, hydrosilylation, and hydroalkoxylation) and Ni-dependent enzymes (i.e.,l actater acemase, methyl-CoM reductase, and [NiFe]-hydrogenase). These computational studies provide insightsi nto these reactionm echanisms and thus assist in the developmentand design of sustainable catalysts.Scheme3.Ni-catalyzed asymmetric hydrogenationofb-amino nitroolefins (TFE = 2,2,2-trifluoroethanol, TON = turnover number).Scheme4.Computedf avorable catalytic cycle for the Ni-catalyzed asymmetric hydrogenation in the presence of the (S)-binapine ligand. Relative Gibbs free energy valuesare shown.Scheme5.Computedf ree energies of proposed key catalyticcycle for the Ni-catalyzed hydrogenation in the presence of ad imeric Ni speciesa nd the (S)-binapine ligand (only the key transition states were computed).Scheme6.[Si II (Xant)Si II ]Ni(h 2 -1,3-cod)-catalyzedolefin hydrogenation.Scheme20. The proposed proton-coupled electron transfer mechanism for lactate racemization (see Ref.[35]). Scheme21. (a) Methane formation reaction catalyzed by MCR and (b) the active-site structure of F 430 .Scheme22. Different proposed mechanisms for methanef ormation catalyzed by MCR (see Ref. [49]).