HIMANIS has developed cost-effective solutions for querying large sets of handwritten document images. A collection of medieval registers dating from 1302 to 1483, have been indexed and are for the first time available for searching. HIMANIS is funded by European Union's ERA-Net Plus project through the JPI-CH action.