One attribute that has limited performance for some lithiumion battery active material systems is large particle size. While many methods have been reported in the literature for producing high-performance sub-micrometer sized battery particles, often these procedures are difficult to adapt to large battery electrode powder production and/or the processing is relatively expensive compared to traditional methods. We report a highly scalable process to produce high performance sub-micrometer battery active material using an initial demonstration cathode chemistry, LiCoO 2 (LCO). We adopted a template-based process which took advantage of a cobalt oxalate precursor material with a rod morphology. Lithiation of the precursor via calcination produced loosely connected sub-micrometer sized LCO particles which were easily dispersed into individual particles through a low energy mechanical method. The sub-micrometer sized LCO particulates exhibited excellent electrochemical performance as lithium-ion battery cathode active materials, including high discharge capacity, rate capability, and coulombic efficiency.